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Pascale FUNG
馮雁

PhD in Computer Science
Columbia University, 1997

Chair Professor
Department of Electronic and Computer Engineering

Director of Center for Artificial Intelligence Research

  • (852) 2358 8537
  • pascale@ust.hk
  • Room 2454
  • Personal Web

Google Scholar
QEMJWzEAAAAJ
ORCID
0000-0002-0628-7132
Scopus ID
7101613307
Research Interest Publications Projects Teaching Assignment RPG Supervision Space used

Research Interest


  • Speech recognition
  • Machine translation
  • Cross-language information processing
  • Music information extraction

Publications


All Years 287 2023 6 2022 19 2021 26 2020 25 2019 28 2018 12 2017 171

2023 6

Survey of Hallucination in Natural Language Generation

ACM Computing Surveys, v. 55, (12), March 2023, article number 248, p. 1-38
Ji, Ziwei; Lee, Nayeon; Frieske, Rita Maria; Yu, Tiezheng; Su, Dan; Ishii, Etsuko; Bang, Ye Jin; Madotto, Andrea; Fung, Pascale Ngan
Article

Factuality Enhanced Language Models for Open-Ended Text Generation


Lee, Nayeon; Ping, Wei; Xu, Peng; Patwary, Mostofa; Fung, Pascale; Shoeybi, Mohammad; Catanzaro, Bryan
Conference paper

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023 / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2023, p. 815-834
Winata, Genta Indra; Aji, Alham Fikri; Cahyawijaya, Samuel; Mahendra, Rahmad; Koto, Fajri; Romadhony, Ade; Kurniawan, Kemal; Moeljadi, David; Prasojo, Radityo Eko; Fung, Pascale; Baldwin, Timothy; Lau, Jey Han; Sennrich, Rico; Ruder, Sebastian
Conference paper

Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics / edited by Andreas Vlachos, Isabelle Augenstein. Association for Computational Linguistics, 2023, p. 2136-2148
Dai, Wenliang; Liu, Zihan; Ji, Ziwei; Su, Dan; Fung, Pascale Ngan
Conference paper

Towards Answering Ethical Quandary Questions


Bang, Ye Jin; Lee, Nayeon; Yu, Tiezheng; Khalatbari, Leila; Xu, Yan; Cahyawijaya, Samuel; Su, Dan; Wilie, Bryan; Barraud, Romain Maurice; Jebalbarezi Sarbijan, Elham; Madotto, Andrea; Kee, Hayden; Fung, Pascale Ngan
Conference paper

Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023: Student Research Workshop / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2023, p. 61-72
Lovenia, Holy; Cahyawijaya, Samuel; Fung, Pascale
Conference paper
2022 19

Confucius, cyberpunk and Mr. Science: comparing AI ethics principles between China and the EU

AI and Ethics, 20 June 2022
Fung, Pascale; Etienne, Hubert
Article

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 7259-7268
Lovenia, Holy; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Peng; Yan, Xu; Liu, Zihan; Frieske, Rita Maria; Yu, Tiezheng; Dai, Wenliang; Barezi, Elham J; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale Ngan
Conference paper

Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset

Proceedings of the 13th Language Resources and Evaluation Conference / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6487-6494
Yu, Tiezheng; Frieske, Rita Maria; Xu, Peng; Cahyawijaya, Samuel; Yiu, Cheuk Tung; Lovenia, Holy; Dai, Wenliang; Jebalbarezi sarbijan, Elham; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale
Conference paper

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition

Proceedings of 13th Conference on Language Resources and Evaluation, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6786-6793
Dai, Wenliang; Cahyawijaya, Samuel; Yu, Tiezheng; Jebalbarezi Sarbijan, Elham; Xu, Peng; Yiu, Cheuk Tung; Frieske, Rita Maria; Lovenia, Holy; Winata, Genta Indra; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale
Conference paper

Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension

Proceedings of the 7th Workshop on Representation Learning for NLP / Association for Computational Linguistics. Association for Computational Linguistics, 2022, p. 60-66
Lovenia, Holy; Wilie, Bryan; Chung, Willy Hoo Choun; Zeng, Min; Cahyawijaya, Samuel; Su, Dan; Fung, Pascale
Conference paper

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Findings of the Association for Computational Linguistics: ACL 2022 / Edited by Smaranda Muresan, Preslav Nakov, Aline Villavicencio. Stroudsburg, PA, USA : Association for Computational Linguistics, 2022, p. 2383-2395
Dai, Wenliang; Hou, Lu; Shang, Lifeng; Jiang, Xin; Liu, Qun; Fung, Pascale Ngan
Conference paper

Every picture tells a story: Image-grounded controllable stylistic story generation

Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, International Conference on Computational Linguistics, 2022, p. 40-52
Lovenia, Holy; Wilie, Bryan; Barraud, Romain Maurice; Cahyawijaya, Samuel; Chung, Willy Hoo Choun; Fung, Pascale
Conference paper

How Long is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI) / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 160-172
Cahyawijaya, Samuel; Wilie, Bryan; Lovenie, Holy; Zhong, Mingqian; Zhong, Huan; Ip, Nancy Yuk-yu; Fung, Pascale
Conference paper

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages

Proceedings of the First Workshop on Scaling Up Multilingual Evaluation / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 25-34
Adilazuarda, Muhammad Farid; Cahyawijaya, Samuel; Winata, Genta Indra; Fung, Pascale; Purwarianti, Ayu
Conference paper

Integrating Question Rewriting in Conversational Question Answering: A Reinforcement Learning Approach

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop / Edited by Samuel Louvan, Andrea Madotto, Brielen Madureira. Stroudsburg PA, USA : Association for Computational Linguistics, 2022, p. 55-56
Ishii, Etsuko; Wilie, Bryan; Xu, Yan; Cahyawijaya, Samuel; Fung, Pascale
Conference paper

Korean Language Modeling via Syntactic Guide

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 2841-2849
Kim, Hyeon Dey; Kim, Seonhoon; Kang, Inho; Kwak, Nojun; Fung, Pascale Ngan
Conference paper

NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies / Association for Computational Linguistics. Stroudsburg, PA, USA : Association for Computational Linguistics, 2022, p. 3131-3148
Lee, Nayeon; Bang, Ye Jin; Yu, Tiezheng; Madotto, Andrea; Fung, Pascale
Conference paper

QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation

2022 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings, v. 2022-May, April 2022, article number 9747008, p. 8232-8236
Su, Dan; Xu, Peng; Fung, Pascale
Conference paper

QAConv: Question Answering on Informative Conversations

Proceedings of the 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), v. 1, 2022, p. 5389-5411
Wu, Chien-Sheng; Madotto, Andrea; Liu, Wenhao; Fung, Pascale; Xiong, Caiming
Conference paper

Read before Generate! Faithful Long Form Question Answering with Machine Reading

Findings of the Association for Computational Linguistics: ACL 2022 / Edited by Smaranda Muresan, Preslav Nakov, Aline Villavicencio. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 744-756
Su, Dan; Li, Xiaoguang; Zhang, Jindi; Shang, Lifeng; Jiang, Xin; Liu, Qun; Fung, Pascale Ngan
Conference paper

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

DialDoc 2022 - Proceedings of the 2nd DialDoc Workshop on Document-Grounded Dialogue and Conversational Question Answering, Proceedings of the Workshop / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 93-107
Xu, Yan; Ishii, Etsuko; Cahyawijaya, Samuel; Liu, Zihan; Winata, Genta Indra; Madotto, Andrea; Su, Dan; Fung, Pascale
Conference paper

SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study

PROCEEDINGS OF THE 21ST WORKSHOP ON BIOMEDICAL LANGUAGE PROCESSING (BIONLP 2022), 2022, p. 140-154
Cahyawijaya, Samuel; Yu, Tiezheng; Liu, Zihan; Mak, Tiffany T.W.; Zhou, Xiaopu; Ip, Nancy Y.; Fung, Pascale
Conference paper

VScript: Controllable Script Generation with Visual Presentation


Ji, Ziwei; Xu, Yan; Cheng, I-tsun; Cahyawijaya, Samuel; Frieske, Rita Maria; Ishii, Etsuko; Zeng, Min; Madotto, Andrea; Fung, Pascale Ngan
Conference paper

VScript: Controllable Script Generation with Visual Presentation


Ji, Ziwei; Xu, Yan; Cheng, I-tsun; Cahyawijaya, Samuel; Frieske, Rita Maria; Ishii, Etsuko; Zeng, Min; Madotto, Andrea; Fung, Pascale Ngan
Conference paper
2021 26

Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data

ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference, v. 1, August 2021, p. 802-812
Ko, Wei-Jen; El-Kishky, Ahmed; Renduchintala, Adithya; Chaudhary, Vishrav; Goyal, Naman; Guzman, Francisco; Fung, Pascale; Koehn, Philipp; Diab, Mona
Conference paper

AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization

NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 5892-5904
Yu, Tiezheng; Liu, Zihan; Fung, Pascale
Conference paper

Are Multilingual Models Effective in Code-Switching?

Computational Approaches to Linguistic Code-Switching: Proceedings of the Fifth Workshop / Edited by Thamar Solorio, Shuguang Chen, Alan W. Black, Mona Diab, Sunayana Sitaram, Victor Soto, Emre Yilmaz, Anirudh Srinivasan. Stroudsburg, PA, USA : Association for Computational Linguistics, 2021, p. 142-153
Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan; Lin, Zhaojiang; Madotto, Andrea; Fung, Pascale
Conference paper

Are Multilingual Models Effective in Code-Switching?

Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching / Thamar Solorio, Shuguang Chen, Alan W. Black, Mona Diab, Sunayana Sitaram, Victor Soto, Emre Yilmaz, Anirudh Srinivasan (Editors). The ACL Anthology, 2021, p. 142-153
Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan; Lin, Zhaojiang; Madotto, Anfrea; Fung, Pascale
Conference paper

Assessing Political Prudence of Open-Domain Chatbots

SIGDIAL 2021: 22nd Annual Meeting Of The Special Interest Group On Discourse And Dialogue (SIGDIAL 2021) / Assoc Computat Linguist. Assoc Computat Linguist, 2021, p. 548-555
Bang, Ye Jin; Lee, Nayeon; Ishii, Etsuko; Madotto, Andrea; Fung, Pascale
Conference paper

CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc 2021), August 2021, p. 46-51
Xu, Yan; Ishii, Etsuko; Winata, Genta Indra; Lin, Zhaojiang; Madotto, Andrea; Liu, Zihan; Xu, Peng; Fung, Pascale
Conference paper

Continual Learning in Task-Oriented Dialogue Systems

EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings, November 2021, p. 7452-7467
Madotto, Andrea; Lin, Zhaojiang; Zhou, Zhenpeng; Moon, Seungwhan; Crook, Paul; Liu, Bing; Yu, Zhou; Cho, Eunjoon; Fung, Pascale; Wang, Zhiguang
Conference paper

Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, August 2021, p. 2706-2718
Liu, Zihan; Winata, Genta Indra; Fung, Pascale
Conference paper

CrossNER: Evaluating Cross-Domain Named Entity Recognition

Proceedings of the AAAI Conference on Artificial Intelligence, v. 15, 2021, article number 17587, p. 13452-13460
Liu, Zihan; Xu, Yan; Yu, Tiezheng; Dai, Wenliang; Ji, Ziwei; Cahyawijaya, Samuel; Madotto, Andrea; Fung, Pascale
Conference paper

ERICA: An Empathetic Android Companion for Covid-19 Quarantine

SIGDIAL 2021 - 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference, 2021, p. 257-260
Ishii, Etsuko; Winata, Genta Indra; Cahyawijaya, Samuel; Lala, Divesh; Kawahara, Tatsuya; Fung, Pascale Ngan
Conference paper

Fight for 4230 at CheckThat! 2021: Domain-Specific Preprocessing and Pretrained Model for Ranking Claims by Check-Worthiness

CEUR Workshop Proceedings, v. 2936, August 2021, p. 681-692
Zhou, Xinrui; Wu, Bohuai; Fung, Pascale
Conference paper

Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, August 2021, p. 3124-3131
Su, Dan; Yu, Tiezheng; Fung, Pascale
Conference paper

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, November 2021, p. 8875-8898
Cahyawijaya, Samuel; Winata, Genta Indra; Wilie, Bryan; Vincentio, Karissa; Li, Xiaohong; Kuncoro, Adhiguna; Ruder, Sebastian; Lim, Zhi Yuan; Bahar, Syafri; Khodra, Masayu Leylia; Purwarianti, Ayu; Fung, Pascale
Conference paper

Language Models are Few-shot Multilingual Learners

MRL 2021 - 1st Workshop on Multilingual Representation Learning, Proceedings of the Conference, 2021, p. 1-15
Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang; Liu, Rosanne; Yosinski, Jason; Fung, Pascale Ngan
Conference paper

Mitigating Media Bias through Neutral Article Generation


Fung, Pascale; Lee, Nayeon; Bang, Ye Jin; Madotto, Andrea
Conference paper

Model Generalization on COVID-19 Fake News Detection

Communications in Computer and Information Science, v. 1402 CCIS, 2021, p. 128-140
Bang, Ye Jin; Ishii, Etsuko; Cahyawijaya, Samuel; Ji, Ziwei; Fung, Pascale
Conference paper

Multimodal End-to-End Sparse Model for Emotion Recognition

NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 5305-5316
Dai, Wenliang; Cahyawijaya, Samuel; Liu, Zihan; Fung, Pascale Ngan
Conference paper

On the Importance of Word Order Information in Cross-lingual Sequence Labeling

Proceedings of the AAAI Conference on Artificial Intelligence, v. 35, (15), 2021, article number 17588, p. 13461-13469
Liu, Zihan; Winata, Genta Indra; Cahyawijaya, Samuel; Madotto, Andrea; Lin, Zhaojiang; Fung, Pascale
Conference paper

On Unifying Misinformation Detection

NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 5479-5485
Lee, Nayeon; Li, Belinda Z.; Wang, Sinong; Fung, Pascale; Ma, Hao; Yih, Wen-tau; Khabsa, Madian
Conference paper

Preserving Cross-Linguality of Pre-trained Models via Continual Learning

RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop, 2021, p. 64-71
Liu, Zihan; Winata, Genta Indra; Madotto, Andrea; Fung, Pascale
Conference paper

The Adapter-Bot: All-In-One Controllable Conversational Model

AAAI Conference on Artificial Intelligence, v. 35, (18), 2021, p. 16081-16083
Lin, Zhaojiang; Madotto, Andrea; Bang, Ye Jin; Fung, Pascale
Conference paper

Towards Few-Shot Fact-Checking via Perplexity

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies / Association for Computational Linguistics. Pennsylvania, United States : Association for Computational Linguistics, 2021, p. 1971-1981
Lee, Nayeon; Bang, Ye Jin; Madotto, Andrea; Khabsa, Madian; Fung, Pascale
Conference paper

Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, November 2021, p. 3995-4007
Yu, Tiezheng; Dai, Wenliang; Liu, Zihan; Fung, Pascale
Conference paper

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing

RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop, 2021, p. 112-127
Liu, Zihan; Winata, Genta Indra; Xu, Peng; Fung, Pascale
Conference paper

XPersona: Evaluating Multilingual Personalized Chatbot

Proceedings of the 3rd Workshop on Natural Language Processing for Conversational AI / Edited by Alexandros Papangelis, Paweł Budzianowski, Bing Liu, Elnaz Nouri, Abhinav Rastogi, Yun-Nung Chen. Association for Computational Linguistics, 2021, p. 102-112
Lin, Zhaojiang; Liu, Zihan; Winata, Genta Indra; Cahyawijaya, Samuel; Madotto, Andrea; Bang, Ye Jin; Ishii, Etsuko; Fung, Pascale
Conference paper

Zero-Shot Dialogue State Tracking via Cross-Task Transfer

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, November 2021, p. 7890-7900
Lin, Zhaojiang; Liu, Bing; Madotto, Andrea; Moon, Seungwhan; Crook, Paul; Zhou, Zhenpeng; Wang, Zhiguang; Yu, Zhou; Cho, Eunjoon; Subba, Rajen; Fung, Pascale
Conference paper
2020 25

Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction

Computational Linguistics, v. 46, (2), June 2020, p. 249-255
Costa-Jussà, Marta R.; España-Bonet, Cristina; Fung, Pascale; Smith, Noah A.
Article

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems

Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (5), 2020, p. 8433-8440
Liu, Zihan; Winata, Genta Indra; Lin, Zhaojiang; Xu, Peng; Fung, Pascale
Conference paper

Caire: An end-to-end empathetic chatbot

Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (9), 2020, p. 13622-13623
Lin, Zhaojiang; Xu, Peng; Winata, Genta Indra; Siddique, Farhad Bin; Liu, Zihan; Shin, Jamin; Fung, Pascale
Conference paper

CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management


Su, Dan; Xu, Yan; Bin siddique, Farhad; Jebalbarezi Sarbijan, Elham; Yu, Tiezheng; Fung, Pascale
Conference paper

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics / Association for Computational Linguistics. Association for Computational Linguistics, 2020, p. 19-25
Liu, Zihan; Winata, Genta Indra; Xu, Peng; Fung, Pascale
Conference paper

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, November 2020, p. 7241-7251
Liu, Zihan; Winata, Genta Indra; Xu, Peng; Lin, Zhaojiang; Fung, Pascale
Conference paper

Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization

Proceedings of the First Workshop on Scholarly Document Processing (EMNLP), v. 2020, November 2020, p. 303-309
Yu, Tiezheng; Su, Dan; Dai, Wenliang; Fung, Pascale
Conference paper

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning

Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020, November 2020, p. 441-459
Lin, Zhaojiang; Madotto, Andrea; Fung, Pascale
Conference paper

Generating Empathetic Responses by Looking Ahead the User’s Sentiment

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9054379, p. 7989-7993
Shin, Jamin; Xu, Peng; Madotto, Andrea; Fung, Pascale
Conference paper

Getting To Know You: User Attribute Extraction from Dialogues

Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020) / European Language Resources Association (ELRA). Paris, France : European Language Resources Association (ELRA), 2020, p. 581-589
Wu, Chien-Sheng; Madotto, Andrea; Lin, Zhaojiang; Xu, Peng; Fung, Pascale
Conference paper

Improving Spoken Question Answering Using Contextualized Word Representation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053979, p. 8004-8008
Su, Dan; Fung, Pascale
Conference paper

IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing / Edited by Kam-Fai Wong, Kevin Knight, Hua Wu. Stroudsburg, PA, USA : Association for Computational Linguistics, 2020, p. 843-857
Wilie, Bryan; Vincentio, Karissa; Winata, Genta Indra; Cahyawijaya, Samuel; Li, Xiaohong; Lim, Zhi Yuan; Soleman, Sidik; Mahendra, Rahmad; Fung, Pascale Ngan; Bahar, Syafri; Purwarianti, Ayu
Conference paper

Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection

Proceedings of the 14th Workshop on Semantic Evaluation, December 2020, p. 2060-2066
Dai, Wenliang; Yu, Tiezheng; Liu, Zihan; Fung, Pascale
Conference paper

Learning Fast Adaptation on Cross-Accented Speech Recognition

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2020, International Speech Communication Association, 2020, p. 1276-1280
Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan; Lin, Zhaojiang; Madotto, Andrea; Xu, Peng; Fung, Pascale
Conference paper

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

Proceedings of Findings of the Association for Computational Linguistics (EMNLP), v. 202, November 2020, p. 2372-2394
Madotto, Andrea; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Yan; Liu, Zihan; Lin, Zhaojiang; Fung, Pascale
Conference paper

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

The 2020 Conference on Empirical Methods in Natural Language Processing - Findings
Madotto, Andrea; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Yan; Liu, Zihan; Lin, Zhaojiang; Fung, Pascale
Conference paper

Learning to Classify the Wrong Answers for Multiple Choice Question Answering (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (10), 2020, p. 13843-13844
Kim, Hyeon Dey; Fung, Pascale
Conference paper

Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053878, p. 6144-6148
Winata, Genta Indra; Cahyawijaya, Samuel; Lin, Zhaojiang; Liu, Zihan; Fung, Pascale
Conference paper

MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models

EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, v. 2020, November 2020, p. 2831-2845
Xu, Peng; Patwary, Mostofa; Shoeybi, Mohammad; Puri, Raul; Fung, Pascale; Anandkumar, Anima; Catanzaro, Bryan
Conference paper

Meta-Transfer Learning for Code-Switched Speech Recognition

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics / Association for Computational Linguistics. Association for Computational Linguistics, 2020, p. 3770-3776
Winata, Genta Indra; Cahyawijaya, Samuel; Lin, Zhaojiang; Liu, Zihan; Xu, Peng; Fung, Pascale
Conference paper

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Proceedings of Findings of the Association for Computational Linguistics (EMNLP), v. 2020, November 2020, p. 3391-3405
Lin, Zhaojiang; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale
Conference paper

Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020) / Edited by Kam-Fai Wong, Kevin Knight, Hua Wu. Stroudsburg, Pennsylvania, United States : Association for Computational Linguistics, 2020, p. 269-280
Dai, Wenliang; Liu, Zihan; Yu, Tiezheng; Fung, Pascale Ngan
Conference paper

Multi-hop Question Generation with Graph Convolutional Network

Proceedings of Findings of the Association for Computational Linguistics (EMNLP), November 2020, p. 4636-4647
Su, Dan; Xu, Yan; Dai, Wenliang; Ji, Ziwei; Yu, Tiezheng; Fung, Pascale
Conference paper

Plug-and-Play Conversational Models

Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020, November 2020, p. 2422-2433
Madotto, Andrea; Ishii, Etsuko; Lin, Zhaojiang; Sumanth, Dathathri; Fung, Pascale
Conference paper

Zero-Resource Cross-Domain Named Entity Recognition

5th Workshop on Representation Learning for NLP (RepL4NLP-2020), 2020, p. 1-6
Liu, Zihan; Winata, Genta Indra; Fung, Pascale
Conference paper
2019 28

A Novel Repetition Normalized Adversarial Reward for Headline Generation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019-May, May 2019, article number 8683236, p. 7325-7329
Xu, Peng; Fung, Pascale
Conference paper

A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems.

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, v. 1, 2019, p. 1009-1018
Jebalbarezi sarbijan, Elham; Wood, Ian D; Fung, Pascale; Rabiee, Hamid R
Conference paper

Attention over Parameters for Dialogue Systems


Madotto, Andrea; Lin, Zhaojiang; Wu, Chien-sheng; Shin, Jamin; Fung, Pascale
Conference paper

CAiRE HKUST at SemEval-2019 task 3: Hierarchical attention for dialogue emotion classification

NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop / Jonathan May, Ekaterina Shutova, Aurelie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad (Editors). Minneapolis, Minnesota, USA : Association for Computational Linguistics, 2019, p. 142-147
Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang; Shin, Jamin; Xu, Yan; Xu, Peng; Fung, Pascale Ngan
Conference paper

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 3065-3075
Xu, Peng; Wu, Chien-sheng; Madotto, Andrea; Fung, Pascale Ngan
Conference paper

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences

Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) / Association for Computational Linguistics. Hong Kong : Association for Computational Linguistics, 2019, p. 271-280
Winta, Genta Indra; Madotto, Andrea; Wu, Chien-sheng; Fung, Pascale
Conference paper

End-to-End Question Answering Models for Goal-Oriented Dialog Learning


Shin, Jamin; Madotto, Andrea; Seo, Minjoon; Fung, Pascale
Conference paper

Exploring Perceived Emotional Intelligence of Personality-driven Virtual Agents in Handling User Challenges

The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 1222-1233
Ma, Xiaojuan; Yang, Emily; Fung, Pascale
Conference paper

Exploring Social Bias in Chatbots using Stereotype Knowledge

Proceedings of the 2019 Workshop on Widening NLP / Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem (Editors). Association for Computational Linguistics, 2019, p. 177-180, Anthology ID: W19-3655
Lee, Nayeon; Madotto, Andrea; Fung, Pascale
Conference paper

Generalizing Question Answering System with Pre-trained Language Model Fine-tuning

MRQA@EMNLP 2019 - Proceedings of the 2nd Workshop on Machine Reading for Question Answering / Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen (Editors). Stroudsburg PA, USA : Association for Computational Linguistics, 2019, p. 203-211
Su, Dan; Xu, Yan; Winata, Genta Indra; Xu, Peng; Kim, Hyeon Dey; Liu, Zihan; Fung, Pascale Ngan
Conference paper

Getting To Know You: User Attribute Extraction from Dialogues


Fung, Pascale; Wu, Chien-sheng; Madotto, Andrea; Lin, Zhaojiang; Xu, Peng
Conference paper

GlobalTrait: Personality Alignment of Multilingual Word Embeddings

Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 7015-7022
Bin siddique, Farhad; Bertero, Dario; Fung, Pascale
Conference paper

Hierarchical Attention for Dialogue Emotion Classification


Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang; Shin, Jamin; Xu, Yan; Xu, Peng; Fung, Pascale
Conference paper

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 3541-3547
Winata, Genta Indra; Lin, Zhaojiang; Shin, Jamin; Liu, Zihan; Fung, Pascale Ngan
Conference paper

Human-agent Communication: Connecting Research and Development in HCI and AI

Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, November 2019, p. 122-126
Liao, Qingzi Vera; Wang, Yichia; Bickmore, Timothy W.; Fung, Pascale; Grudin, Jonathan T.; Yu, Zhou; Zhou, Michelle X.
Conference paper

Incorporate User Representation for Personal Question Answer Selection Using Siamese Network

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019-May, May 2019, article number 8682663, p. 7540-7544
Qi, Zihao; Bertero, Dario; Wood, Ian David; Fung, Pascale
Conference paper

Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring

WMT 2019 - 4th Conference on Machine Translation, Proceedings of the Conference, v. 2, August 2019, p. 275-282
Liu, Zihan; Xu, Yan; Winata, Genta Indra; Fung, Pascale Ngan
Conference paper

Learning Comment Generation by Leveraging User-generated Data

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019-May, May 2019, article number 8682945, p. 7225-7229
Lin, Zhaojiang; Winata, Genta Indra; Fung, Pascale
Conference paper

Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition

ACL 2019 - 4th Workshop on Representation Learning for NLP, RepL4NLP 2019 - Proceedings of the Workshop / Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei (Editors). Stroudsburg, PA : Association for Computational Linguistics, 2019, p. 181-186
Winata, Genta Indra; Lin, Zhaojiang; Fung, Pascale Ngan
Conference paper

Modality-based Factorization for Multimodal Fusion

ACL 2019: The 4th Workshop on Representation Learning for NLP (RepL4NLP-2019): Proceedings of the Workshop / Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei (Editors). Stroudsburg, PA : Association for Computational Linguistics, 2019, p. 260-269
Fung, Pascale; Jebalbarezi Sarbijan, Elham
Conference paper

Modality-based Factorization for Multimodal Fusion


Fung, Pascale; Jebalbarezi sarbijan, Elham; Momeni, Payman
Conference paper

MoEL: Mixture of Empathetic Listeners

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 121-132
Lin, Zhaojiang; Madotto, Andrea; Shin, Jamin; Xu, Peng; Fung, Pascale Ngan
Conference paper

On the effectiveness of low-rank matrix factorization for LSTM model compression

Proceedings of the 33rd Pacific Asia Conference on Language, Information and Computation, PACLIC 2019, 2019, p. 253-262
Winata, Genta Indra; Madotto, Andrea; Jebalbarezi sarbijan, Elham; Fung, Pascale
Conference paper

Personalizing Dialogue Agents via Meta-Learning

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 5454-5459
Madotto, Andrea; Lin, Zhaojiang; Wu, Chien-sheng; Fung, Pascale
Conference paper

Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data

NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop / Jonathan May, Ekaterina Shutova, Aurelie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad (Editors). Stroudsburg PA, USA : Association for Computational Linguistics, 2019, p. 1052-1056
Lee, Nayeon; Liu, Zihan; Fung, Pascale Ngan
Conference paper

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 808-819
Wu, Chien-sheng; Madotto, Andrea; Hosseini-asl, Ehsan; Xiong, Ciaming; Socher, Richard; Fung, Pascale
Conference paper

Understanding the Shades of Sexism in Popular TV Series

Proceedings of the 2019 Workshop on Widening NLP / Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem (Editors). Association for Computational Linguistics, 2019, p. 122-125, Anthology ID: W19-3638
Lee, Nayeon; Bang, Ye Jin; Shin, Jamin; Fung, Pascale
Conference paper

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 1297-1303
Liu, Zihan; Shin, Jamin; Xu, Yan; Winata, Genta Indra; Xu, Peng; Madotto, Andrea; Fung, Pascale Ngan
Conference paper
2018 12

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8461990, p. 6204-6208
Winata, Genta Indra; Kampman, Onno Pepijn; Fung, Pascale
Conference paper

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, ACL 2018 / Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Thamar Solorio, Mona Diab, Julia Hirschberg (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2018, p. 110-114
Winata, Genta Indra; Wu, Chien-sheng; Madotto, Andrea; Fung, Pascale
Conference paper

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, ACL 2018 / Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Thamar Solorio, Mona Diab, Julia Hirschberg (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2018, p. 62-67
Winata, Genta Indra; Madotto, Andrea; Wu, Chien-sheng; Fung, Pascale
Conference paper

Emo2vec: Learning generalized emotion representation by multi-task training

WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop / Alexandra Balahur, Saif M. Mohammad, Veronique Hoste, Roman Klinger (Editors). Pennsylvania, United States : Association for Computational Linguistics, 2018, p. 292-298
Xu, Peng; Madotto, Andrea; Wu, Chien-sheng; Park, Ji Ho; Fung, Pascale Ngan
Conference paper

Empathetic Dialog Systems


Fung, Pascale; Bertero, Dario; Xu, Peng; Park, Ji Ho; Wu, Chien-sheng; Madotto, Andrea
Conference paper

End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-oriented Dialog

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, September 2018, article number 8461426, p. 6154-6158
Wu, Chien-sheng; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale
Conference paper

Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging

Proceedings of the 2018 Empirical Methods in Natural Language Processing (EMNLP 2018), v. 2018, 2018, p. 1133-1138
Lee, Nayeon; Wu, Chien-sheng; Fung, Pascale
Conference paper

Interpreting Word Embeddings with Eigenvector Analysis


Shin, Jamin; Madotto, Andrea; Fung, Pascale
Conference paper

Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018): Short Papers, v. 2, 2018, article number P18-2096, p. 606-611
Kampman, Onno; Jebalbarezi sarbijan, Elham; Bertero, Dario; Fung, Pascale
Conference paper

MEM2Seq: Effectively Incorporating Knowledge Bases into End-to-end task-Oriented Dialog Systems

ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), v. 1, 2018, p. 1468-1478
Madotto, Andrea; Wu, Chien-sheng; Fung, Pascale
Conference paper

PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags

NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop / Marianna Apidianaki, Saif M. Mohammad, Jonathan May, Ekaterina Shutova, Steven Bethard, Marine Carpuat (Editors). Stroudsburg PA, USA : Association for Computational Linguistics, 2018, p. 264-272
Park, Ji Ho; Xu, Peng; Fung, Pascale Ngan
Conference paper

Reducing Gender Bias in Abusive Language Detection

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018, 2018, p. 2799-2804
Park, Ji Ho; Shin, Jamin; Fung, Pascale
Conference paper
2017 12

A First Look into a Convolutional Neural Network for speech emotion detection

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, 2017, p. 5115-5119, Article number 7953131
Bertero, Dario; Fung, Pascale
Conference paper

A Note Based Query by Humming System Using Convolutional Neural Network

A note based query by humming system using convolutional neural network, International Speech Communication Association, 2017, p. 3102-3106
Mostafa, Naziba; Fung, Pascale
Conference paper

Adapting a Virtual Agent to User Personality

Lecture Notes in Electrical Engineering, v. 510, 2019, p. 111-118
Kampman, Onno Pepijn; Siddique, Farhad Bin; Yang, Yang; Fung, Pascale
Conference paper

Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech Communication Association , 2017, p. 3271-3275
Siddique, Farhad Bin; Fung, Pascale
Conference paper

Emojive! Collecting Emotion Data from Speech and Facial Expression using Mobile Game App

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, France : International Speech Communication Association, 2017, p. 827-828
Park, Ji Ho; Lee, Nayeon; Bertero, Dario; Dey, Anik; Fung, Pascale
Conference paper

End-to-End Recurrent Entity Network for Entity-Value Independent Goal-Oriented Dialog Learning


Wu, Chien-sheng; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale
Conference paper

Multimodal Deep Neural Nets for Detecting Humor in TV Sitcoms

2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings, February 2017, article number 7846293, p. 383-390
Bertero, Dario; Fung, Pascale
Conference paper

Nora the empathetic psychologist

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2017, August 2017, p. 3437-3438
Winata, Genta Indra; Kampman, Onno Pepijn; Yang, Yang; Dey, Anik; Fung, Pascale
Conference paper

One-step and Two-step Classification for Abusive Language Detection on Twitter


Park, Ji Ho; Fung, Pascale
Conference paper

Perceived Emotional Intelligence in Virtual Agents

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2255-2262
Yang, Yang; Ma, Xiaojuan; Fung, Pascale
Conference paper

Towards a Corpus of Speech Emotion for Interactive Dialog Systems

2016 Conference of The Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, May 2017 , Article number 7919019, p. 241-246
Bertero, Dario; Siddique, Farhad Bin; Fung, Pascale
Conference paper

Zara Returns: Improved Personality Induction and Adaptation by an Empathetic Virtual Agent

ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations 2017, 2017, p. 121-126
Siddique, Farhad Bin; Kampman, Onno Pepijn; Yang, Yang; Dey, Anik; Fung, Pascale
Conference paper
2016 10

A Long Short-Term Memory Framework for Predicting Humor in Dialogues

2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference, 2016, p. 130-135
Bertero, Dario; Fung, Pascale
Conference paper

A Machine Learning based Music Retrieval and Recommendation System

Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016 / Edited by Calzolari N., Choukri K., Mazo H., Moreno A., Declerck T., Goggi S., Grobelnik M., Odijk J., Piperidis S., Maegaard B., Mariani J.. Paris, France : European Language Resources Association (ELRA), 2016, p. 1970-1977
Mostafa, Naziba; Wan, Yan; Amitabh, Unnayan; Fung, Pascale
Conference paper

Deep Learning of Audio and Language Features for Humor Prediction

Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016, Edited by Calzolari N., Choukri K., Mazo H., Moreno A., Declerck T., Goggi S., Grobelnik M., Odijk J., Piperidis S., Maegaard B., Mariani J.. Paris, France : European Language Resources Association (ELRA), 2016, p. 496-501
Bertero, Dario; Fung, Pascale
Conference paper

Predicting Humor Response in Dialogues from TV Sitcoms

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472785, p. 5780-5784
Bertero, Dario; Fung, Pascale
Conference paper

Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2016, p. 1042-1047
Bertero, Dario; Siddique, Farhad Bin; Wu, Chien-sheng; Wan, Yan; Chan, Ho Yin; Fung, Pascale
Conference paper

Towards Empathetic Human-Robot Interactions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9624 LNCS, 2018, p. 173-193
Fung, Pascale; Bertero, Dario; Wan, Yan; Dey, Anik; Chan, Ho Yin; Siddique, Farhad Bin; Yang, Yang; Wu, Chien-sheng; Lin, Ruixi
Conference paper

Towards Empathetic Human-Robot Interactions


Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Conference paper

Zara The Supergirl: An Empathetic Personality Recognition System

Proceedings of NAACL-HLT 2016 (Demonstrations), p. 87-91
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Bertero, Dario; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Conference paper

Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition

Proceedings of COLING 2016: System Demonstrations, December 2016, p. 278-281
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Bertero, Dario; Wan, Yan; Chan, Ho Yin; Wu, Chien Sheng
Conference paper

Zara: An Empathetic Interactive Virtual Agent

Interspeech 2016: Show & Tell Contribution, September 2016, p. 1176-1177
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Conference paper
2015 3

Robots with heart

Scientific American, v. 313, (5), January 2015, p. 60-63
Fung, Pascale
Article

A Comparison between a DNN and a CRF Disfluency Detection and Reconstruction System

16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015): Speech Beyond Speech Towards a Better Understanding of the Most Important Biosignal, International Speech Communication Association (ISCA), 2015, p. 844-848
Bertero, Dario; Wang, Linlin; Chan, Ho Yin; Fung, Pascale
Conference paper

HLTC-HKUST: A Neural Network Paraphrase Classifier using Translation Metrics, Semantic Roles and Lexical Similarity Features

Proceedings of SemEval-2015, The Association for Computational Linguistics, 2015, p. 23-28
Bertero, Dario; Fung, Pascale
Conference paper
2014 7

Discriminatively Trained Sparse Inverse Covariance Matrices for Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 22, (5), May 2014, article number 2312548, p. 873-882
Zhang, Weibin; Fung, Pascale
Article

Efficient Sparse Banded Acoustic Models for Speech Recognition

IEEE Signal Processing Letters, v. 21, (3), March 2014, article number 6675805, p. 280-283
Zhang, Weibin; Fung, Pascale
Article

A Hindi-English Code-Switching Corpus

LREC 2014, Ninth International Conference on Language Resources and Evaluation, Editors: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis. The European Language Resources Association, 2014, p. 2410-2413
Dey, Anik; Fung, Pascale
Conference paper

Acoustic Modeling for Hindi Speech Recognition in Low-Resource Settings

2014 International Conference on Audio, Language and Image Processing, January 2015, article number 7009923, p. 891-894
Dey, Anik; Zhang, Weibin; Fung, Pascale
Conference paper

Code switch language modeling with Functional Head Constraint

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, July 2014, article number 6854536, p. 4913-4917
Li, Ying; Fung, Pascale
Conference paper

Co-Training for Classification of Live or Studio Music Recordings

LREC 2014 Proceedings, Editors: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis. European Language Resources Association, 2014, p. 3650-3653
Auguin, Nicolas Jean Leopold Pierre; Fung, Pascale
Conference paper

Language Modeling with Functional Head Constraint for Code Switching Speech Recognition

EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2014, p. 907-916
Li, Ying; Fung, Pascale
Conference paper
2013 8

Cross-Lingual Language Modeling for Low-Resource Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 21, (6), 2013, article number 6425426, p. 1134-1144
Xu, Ping; Fung, Pascale
Article

Sparse Inverse Covariance Matrices for Low Resource Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 21, (3), 2013, article number 6317142, p. 659-668
Zhang, Weibin; Fung, Pascale
Article

Discriminatively Trained Sparse Inverse Covariance Matrices for Low Resource Acoustic Modeling

Interspeech, v. 2013, 2013, p. 2349-2353
Zhang, Weibin; Fung, Pascale
Conference paper

Identification of Live or Studio Versions of a Song Via Supervised Learning

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013, 2013, article number 6694314
Auguin, Nicolas Jean Leopold Pierre; Huang, Shilei; Fung, Pascale
Conference paper

Improved Mixed Language Speech Recognition Using Asymmetric Acoustic Model and Language Model with Code-switch Inversion Constraints

2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, The Institute of Electrical and Electronics Engineers, Inc., 2013, p. 7368-7372
Li, Ying; Fung, Pascale
Conference paper

Language Modeling for Mixed Language Speech Recognition Using Weighted Phrase Extraction

Interspeech, b. 2013, 2013, p. 2598-2602
Li, Ying; Fung, Pascale
Conference paper

Multimodal Music Emotion Classification Using AdaBoost with Decision Stumps

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638298, p. 3447-3451
Su, Dan; Fung, Pascale; Auguin, Nicolas Jean Leopold Pierre
Conference paper

These Words Are Music to My Ears: Recognizing Music Emotion from Lyrics using AdaBoost

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013
Su, Dan; Fung, Pascale
Conference paper
2012 12

Active learning with semi-automatic annotation for extractive speech summarization

ACM transactions on speech and language processing, v. 8, (4), 2012
Zhang, Jian; Fung, Pascale
Article

Automatic Parliamentary Meeting Minute Generation Using Rhetorical Structure Modeling

IEEE Transactions on Audio, Speech, and Language Processing, v. 20, (9), November 2012, p. 2492-2504
Zhang, Jian; Fung, Pascale
Article

A Mandarin-English Code-switching Corpus

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012, 2012, p. 2515-2519
Li, Ying; Fung, Pascale; Yu, Yue
Conference paper

A Multilingual Database of Natural Stress Emotion

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012, 2012, p. 1174-1178
Zuo, Xin; Li, Tian; Fung, Pascale
Conference paper

Code Switching Language Model with Translation Constraint for Mixed Language Speech Recognition

Proceedings of COLING 2012: Technical Papers / Edited by Martin Kay and Christian Boitet. The COLING 2012 Organizing Committee: Mumbai, 2012, Dec, p. 1671-1680
Li, Ying; Fung, Pascale
Conference paper

Cross-Lingual language modeling with syntactic reordering for low-resource speech recognition

EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference, Jeju Island, South Korea, 12-14 July 2012, 2012, p. 766-776
Xu, Ping; Fung, Pascale
Conference paper

Low Resource Speech Recognition with Automatically Learned Sparse Inverse Covariance Matrices

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Kyoto, Japan, March 25-30 2012, p. 4737-4740
Zhang, Weibin; Fung, Pascale
Conference paper

Personalized music emotion classification via active learning

Proceedings of the 2nd International ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies, Co-located with ACM Multimedia 2012, MIRUM 2012, 2012, p. 57-62
Su, Dan; Fung, Pascale
Conference paper

Phrase-level Transduction Model with Reordering for Spoken to Written Language Transformation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2012, p. 4965-4968
Xu, Ping; Fung, Pascale; Chan, Ho Yin
Conference paper

Sparse banded precision matrices for low resource speech recognition

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, v. 3, 2012, p. 1912-1915
Zhang, Weibin; Fung, Pascale
Conference paper

Using English Acoustic Models for Hindi Automatic Speech Recognition

The 3rd Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), COLING 2012, Mumbai, India, 2012, Dec 08, p. 123-134
Dey, Anik; Li, Ying; Fung, Pascale
Conference paper

Using English Acoustic Models for Hindi Automatic Speech Recognition

WSSANLP-COLING 2012, Mumbai, December, 2012
Dey, Anik; Li, Ying; Fung, Pascale
Conference paper
2011 5

A cross gender and cross lingual study on acoustic features for stress recognition in speech

Proceedings 17th International Congress of Phonetic Sciences (ICPhS XVII), Hong Kong, 17-21 August 2011, p. 2336-2339.
Zuo, Xin; Fung, Pascale
Conference paper

Asymmetric acoustic modeling of mixed language speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2011, p. 5004-5007
Li, Ying; Fung, Pascale; Xu, Ping; Liu, Yi
Conference paper

Automatic minute generation for parliamentary speech using conditional random fields

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2011, p. 5536-5539
Zhang, Jian; Fung, Pascale; Chan, Ho Yin
Conference paper

Mining Parallel Documents Using Low Bandwidth and High Precision CLIR from the Heterogeneous Web

Proceedings of the Fifth International Joint Conference on Natural. Language Processing / Edited by Wang, Haifeng; Yarowsky, David. Asian Federation of Natural Language Proceesing, 2011, p. 420-428
Shi, Yue Simon; Fung, Pascale; Prochasson, Emmanuel; Lo, Chi-kiu; Wu, Dekai
Conference paper

Rare Word Translation Extraction from Aligned Comparable Documents

ACL-HLT 2011, Portland, June, 2011
Prochasson, Emmanuel; Fung, Pascale
Conference paper
2010 9

Extractive speech summarization using shallow rhetorical structure modeling

IEEE Transactions on Audio, Speech and Language Processing, v. 18, (6), 2010, p. 1147-1157
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Article

Building and Mining Parallel Corpora

Building and Mining Parallel Corpora / Springler, 2010
Fung, Pascale; Shi, Yue Simon; Prochasson, Emmanuel
Book chapter

Chinese Machine Translation

The Handbook of Natural Language Processing / Edited by Nitin Indurkhya, Fred J. Damerau. Boca Raton, FL: CRC Press, 2011, p. 425-454
Fung, Pascale
Book chapter

A Very Large Scale Mandarin Chinese Broadcast Collection for the GALE Program

LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, p. J83-J88
Liu, Yi; Fung, Pascale; Yang, Yongsheng; DiPersio, Denise; Glenn, Meghan Lammie; Strassel, Stephanie M.; Cieri, Christopher
Conference paper

A Very Large Scale Mandarin Chinese Broadcast Corpus for GALE Project

LREC 2010, ELDA, Malta, May 2010
Liu, Yi; Fung, Pascale; Yang, Yongsheng; DiPersio, Denise; Glenn, Meghan; Strassel, Stephanie; Cieri, Christopher
Conference paper

Learning deep rhetorical structure for extractive speech summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2010, p. 5302-5305
Zhang, Jian; Fung, Pascale
Conference paper

Rhetorical syntax-driven model for speech summarization

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2, 2010, p. 1299-1307
Zhang, Jian; Fung, Pascale
Conference paper

Trillions of comparable documents

LREC Workshop on Building and Using Comparable Corpora, LREC ELDA, Malta, May 2010
Fung, Pascale; Prochassson, Emmanuel; Shi, Yue Simon
Conference paper

Unsupervised synthesis of multilingual wikipedia articles

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2, 2010, p. 197-205
Chen, Yuncoong; Fung, Pascale
Conference paper
2009 6

BUCC 2009: 2nd Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora: Proceedings of the Workshop, 6 August 2009, Suntec, Singapore


Fung, Pascale; Zweigenbaum, Pierre; Rapp, Reinhard
Book

Active Learning of Extractive Reference Summaries for Lecture Speech Summarization

2nd Workshop on Building and Using Comparable Corpora (BUCC 2009), ACL-IJCNLP 2009, Singapore
Zhang, Jian; Fung, Pascale
Conference paper

Can semantic role labeling improve SMT?

Proceedings of the 13th Annual Conference of the European Association for Machine Translation (EAMT 2009), Barcelona, Spain, 14-15 May 2009, Code 88743, Pages 218-225
Wu, Dekai; Fung, Pascale
Conference paper

Extractive speech summarization by active learning

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2009, 2009, p. 392-397
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Conference paper

Rhetorical structure modeling for lecture speech summarization

APSIPA ASC 2009 - Asia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference, 2009, p. 338-343
Fung, Pascale; Zhang, Jain; Chan, Ho Yin; Huang, Shilei
Conference paper

Semantic Roles for SMT: A Hybrid Two-Pass Model

Proceeding NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics(NAACL HLT 2009), Boulder, Colorado, 2009 June, Pages13-16
Wu, Dekai; Fung, Pascale
Conference paper
2008 4

Multilingual spoken language processing

IEEE Signal Processing Magazine, v. 25, (3), May 2008, p. 89-97
Fung, Pascale; Schultz, Tanja
Article

Rhetorical-state hidden markov models for extractive speech summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2008, p. 4957-4960
Fung, Pascale; Chan, Ho Yin; Zhang, Jian
Conference paper

RSHMM++ for extractive lecture speech summarization

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings, 2008, p. 161-164
Zhang, Jian; Huang, Shilei; Fung, Pascale
Conference paper

Using output probability distribution for oov word rejection

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings, 2008, p. 221-224
Huang, Shilei; Xie, Xiang; Fung, Pascale
Conference paper
2007 4

A comparative study on speech summarization of broadcast news and lecture speech

8th Annual Conference of the International Speech Communication Association, Interspeech 2007, Antwerp, Beligium, 27-31 August 2007, p. 2488-2491
Zhang, Jian; Chan, Ho Yin; Fung, Pascale; Cao, Lu
Conference paper

A mandarin lecture speech transcription system for speech summarization

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings, 2007, p. 467-471
Chan, Ho Yin; Zhang, Jian; Fung, Pascale; Cao, Lu
Conference paper

Improving lecture speech summarization using rhetorical information

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings, 2007, p. 195-200
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Conference paper

Learning Bilingual Semantic Frames: Shallow Semantic Parsing vs. Semantic Role Projection

11th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI 2007), Skövde, Sweden, 7- Sep 2007, p. 75-84
Fung, Pascale; WU, Zhaojun; YANG, Yongsheng; WU, Dekai
Conference paper
2006 6

Aligning word senses using bilingual corpora

ACM Transactions on Asian Language Information Processing, v. 5, (2), 2006, p. 89-120
Carpuat, Marine; Fung, Pascale; Ngai, Grace
Article

One Story One Flow: Hidden Markov Story Models for Multilingual and Multi-document Summarization

ACM Transactions on Speech and Language Processing, v. 3, (2), 2006, July, p. 1-16
Fung, Pascale; Ngai, Grace
Article

Automatic learning of Chinese English semantic structure mapping

2006 IEEE ACL Spoken Language Technology Workshop, SLT 2006, Proceedings, Palm Beach, Aruba, 10-13 December 2006, Category number06EX1646, Code 729872006, 2006, Article number 4123404, p. 230-233
Fung, Pascale; Wu, Zhaojun; Yang, Yongsheng; Wu, Dekai
Conference paper

HKUST/MTS: A very large scale Mandarin telephone speech corpus

Lecture Notes in Computer Science, v. 4274, 2006, p. 724-735
Liu, Yi; Fung, Pascale; Yang, Yongsheng; Cieri, Christopher; Huang, Shudong; Graff, David
Conference paper

Multi-accent Chinese speech recognition

INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP, v. 1, 2006, p. 133-136
Liu, Yi; Fung, Pascale
Conference paper

Robust Word Sense Translation by EM Learning of Frame Semantics

Proceedings of ACL/COLING 2006, Sydney, Australia, July, 2006
Fung, Pascale; Chen, Benfeng
Conference paper
2005 5

Effects and modeling of phonetic and acoustic confusions in accented speech

Journal of the Acoustical Society of America, v. 118, (5), 2005, NOV, p. 3279-3293
Fung, Pascale; Liu, Yi
Article

Translation disambiguation in mixed language queries

Machine Translation, v. 18, (4), 2005, p. 251-273
Cheung, Percy Chi Shun; Fung, Pascale
Article

Acoustic and phonetic confusions in accented speech recognition

9th European Conference on Speech Communication and Technology, 2005, p. 3033-3036
Liu, Yi; Fung, Pascale
Conference paper

EARSCTS: A Chinese Telephony Conversational Corpus for Speech Processing

NCMMSC2005, Technical Acoustics, v. 24, 2005, p. 486-489
Liu, Yi; Fung, Pascale; Cleri, Christopher; Yang, Yongsheng; Huang, Shudong
Conference paper

Inversion transduction grammar constraints for mining parallel sentences from quasi-comparable corpora

2nd International Joint Conference on Natural Language Processing, IJCNLP 2005, Jeju Island, South Korea, 11-13 October 2005, Code 67122. Lecture Notes in Computer Science, v. 3651, 2005, p. 257-268
Wu, Dekai; Fung, Pascale
Conference paper
2004 15

A maximum-entropy Chinese parser augmented by transformation-based learning

ACM Transactions on Asian Language Information Processing, v. 3, (2), 2004, p. 159-168
Fung, Pascale; Ngai, Grace; Yang, Yongsheng; Chen, Benfeng
Article

Pronunciation Modeling for Spontaneous Mandarin Speech Recognition

International Journal of Speech Technology, v. 7, (2-3), 2004, p. 155-172
Liu, Yi; Fung, Pascale
Article

State-dependent phonetic tied mixtures with pronunciation modeling for spontaneous speech recognition

IEEE transactions on speech and audio processing, v. 12, (4), 2004, JUL, p. 351-364
Liu, Yi; Fung, Pascale
Article

Unsupervised Learning of a Chinese Spontaneous and Colloquial Speech Lexicon with Content and Filler Phrase Classification

International Journal of Speech Technology, v. 7, (2-3), 2004, p. 173-188
Cheung, Percy Chi Shun; Fung, Pascale
Article

A Grammar-Based Chinese to English Speech Translation System for Portable Devices

8th International Conference on Spoken Language Processing (INTERSPEECH 2004 - ICSLP). Jeju, Korea, 4-8 Oct 2004
Fung, Pascale; Liu, Yi; Yang, Yongsheng; Shen, Yihai; Wu, Dekai
Conference paper

A system for mandarin short phrase recognition on portable devices

2004 International Symposium on Chinese Spoken Language Processing - Proceedings, 2004, p. 229-232
Xu, Chao; Liu, Yi; Yang, Yongsheng; Fung, Pascale; Cao, Zhigang
Conference paper

A system for Mandarin short phrase recognition on portable devices

ISCSLP 2004, Hong Kong, Dec 2004
Xu, Chao; Liu, Yi; Yang, Yongsheng; Fung, Pascale
Conference paper

Automatic Construction of an English-Chinese Bilingual FrameNet

Human Language Technology Conference 2004, Boston, USA, May
Chen, Benfeng; Fung, Pascale
Conference paper

BiFrameNet: bilingual Frame Semantics Resource Construction by Cross-lingual Induction

The 20th International Conference on Computational Linguistics (COLING 2004), Geneva, Switzerland, Aug 2004
Fung, Pascale; Chen, Benfeng
Conference paper

Development of a Chinese telephony conversational corpus for speech processing

2004 International Symposium on Chinese Spoken Language Processing - Proceedings, 2004, p. 197-200
Liu, Yi; Fung, Pascale; Huang, Shudong; Cieri, Christopher; Zhai, Lu-Feng; Chen, Benfeng
Conference paper

From Parallel Corpora to Non-Parallel Corpora, Methods for Bilingual Sentence Extraction

LREC Workshop on Usage of Parallel Corpora, Lisbon, May 2004
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper

Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and EM

Conference on Empirical Methods in NLP 2004, Barcelona, Span, Jul 2004
Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

Multi-level Bootstrapping for Extracting Parallel Sentences from a Quasi-comparable Corpora

The 20th International Conference on Computational Lingutistics (COLING 2004), Geneva, Switzerland, Aug 2004
Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

Sentence Alignment in Paralllel, Comparable and Quasi-comparable Corpora

LREC Workshop on the amazing utility of parallel corpora, Portugal, May 2004
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper

Using N-best Lists for Named Entity Recognition from Chinese Speech

Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL-2004) Boston, Massachusetts, 2-7 May 2004
Zhai, Lu-Feng; Fung, Pascale; Schwartz, Richard; Carpuat, Marine; Wu, Dekai
Conference paper
2003 5

Modeling partial pronunciation variations for spontaneous Mandarin speech recognition

COMPUTER SPEECH AND LANGUAGE, v. 17, (4), 2003, OCT, p. 357-379
Liu, Yi; Fung, Pascale
Article

Automatic phone set extension with confidence measure for spontaneous speech

EUROSPEECH ‘03, Geneva, September, 2003
Liu, Yi; Fung, Pascale
Conference paper

Flooring the observation probability for robust ASR in impulsive noise

European Conference on Speech Communication and Technology, v. 2003, September 2003, p. 1777-1780
Pei, Ding; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper

Partial change accent models for accented mandarin speech recognition

ASRU'03: 2003 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING ASRU '03, 2003, p. 111-116
Liu, Yi; Fung, Pascale
Conference paper

Triphone Model Reconstruction for Mandarin Variations

Proceedings of IEEE International Conference on Acoustic, Speech and Signal Proceeding, HK, April, v. 1, 2003, p. 760-763
Fung, Pascale; Liu, Yi
Conference paper
2002 9

Mandarin pronunciation modeling based on CASS corpus

Journal of computer science and technology, v. 17, (3), 2002, MAY, p. 249-263
Zheng, Fang; Song, Zhanjiang; Fung, Pascale; Byrne, William
Article

A Maximum-Entropy Approach to HowNet-based Chinese Word-Sense Disambiguation

COLING 2002, Taipei, Taiwan, 31 August
Wong, Ping Wai; Yang, Yongsheng; Fung, Pascale
Conference paper

Creating a Bilingual Ontology: A Corpus-Based Approach for Aligning WordNet and HowNet

Proceedings of the 1st Global WordNet Conference
Carpuat, Marine; Ngai, Grace; Fung, Pascale
Conference paper

Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment

Proceedings of CONLING-02, Taipei, Taiwan, August
Ngai, Grace; Carpuat, Marine; Fung, Pascale
Conference paper

Model Partial Pronunciation Variations for Spontaneous Mandarin Speech Recognition

7th International Conference on Spoken Language Processing, Denver, Colorado, USA, September 16-20, 2002, p. 2457-2460
Liu, Yi; Fung, Pascale
Conference paper

Modeling Partial Pronunciation Variations for Spontaneous Mandarin Speech Recognition

ICSLP 2002, Denver, Colorado, September
Liu, Yi; Fung, Pascale
Conference paper

Nouns in WordNet and HowNet: an Analysis and Comparison of Semantic Relations

Proceedings of the 1st International Conference on Global WordNet Conference
Wong, Ping Wai; Fung, Pascale
Conference paper

Partial Change Phone Models for Pronunciation Variations in Spontaneous Mandarin Speech

Proceedings of International Symposium on Chinese Spoken Language, Taipei, Taiwan
Liu, Yi; Fung, Pascale
Conference paper

Reducing pronunciation lexicon confusion and using more data without phonetic transcription for pronunciation modeling

International Conference on Spoken Language Processing, v. 2002, September 2002, p. 2461-2464
Zhang, F.; Song, Z.; Fung, Pascale; Byrne, W.
Conference paper
2001 4

Automatic Generation of Pronunciation Lexicons for Mandarin Spontaneous Speech

ICASSP 2001, Salt Lake City, May, 2001
Bryne, William; Venkataramani, B.; Kamm, T.; Zheng, T.F.; Song, Zhanjiang; Fung, Pascale; Liu, Yi; Ruhu, U.
Conference paper

CLEF 2001 bilingual task simple dictionary-based query translation

CEUR Workshop Proceedings, v. 1161, September 2001
Carpuat, Marine Jacinthe; Fung, Pascale
Conference paper

Estimating Pronunciation Variations from Acoustic Likelihood Score for HMM Reconstruction

Eurospeech
Liu, Yi; Fung, Pascale
Conference paper

Modeling Pronunciation Variation Using Context-Dependent Weighting and B/S Refined Acoustic Modeling

EuroSpeech, Aalborg, Denmark, 3-7, September, 2001
Zheng, Fang; Song, Zhanjiang; Fung, Pascale; Bryne, William
Conference paper
2000 10

Log-add approximation on-line noise compensation method adopting robust decision rules for robust digits recognition

CHINESE JOURNAL OF ELECTRONICS, v. 9, (3), 2000, JUL, p. 278-283
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Article

A multi-path syllable to word decoder with language model optimization and automatic lexicon augmentation

Proceedings 6th International Conference of Spoken Language Processing (Interspeech 2000), Beijing, China, 16-20 October 2000
Tang, Haijiang; Fung, Pascale
Conference paper

A Novel Technique for Frame Selection for GMM-based text-independent Speaker Recognition

ICSLP 2000, Beijing, China, October, 2000
Tsoi, Pang Kuen; Fung, Pascale
Conference paper

A Phonetically Transcribed Corpus of Mandarin Spontaneous Speech

nternational Conference on Spoken Language Processing, Beijing, China, 16-20, October, 2000
Li, Aijun; Zheng, Fang; Bryne, William; Fung, Pascale
Conference paper

An LLR-based technique of frame selection for GMM-based text-independent speaker identification


Tsoi, Pang Kuen; Fung, Pascale
Conference paper

MLLR-based accent model adaptation without accented data

Sixth International Conference on Spoken Language Processing (ICSLP 2000), Beijing, China, v.3, 16-20 October 2000, p. 738-741
Liu, Wai Kat; Fung, Pascale
Conference paper

Principal mixture speaker adaptation for improved continuous speech recognition

Sixth International Conference on Spoken Language Processing (ICSLP 2000), Beijing, China, v.1,16-20 October 2000, p. 774-777
Ye, Hui; Fung, Pascale; Huang, Taiyi
Conference paper

Residual noise compensation for robust speech recognition in nonstationary noise

ICASSP proceedings, v. 2, 2000, p. 1125-1128
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper

Rule-Based Word Pronunciation Networks Generation for Mandarin Speech Recognition

ISCSLP 2000, Beijing, China, October, 2000
Liu, Yi; Fung, Pascale
Conference paper

SALSA Version 3.0: A Single Recognizer-based Multilingual Speech-based Web Browser

RIAO 2000, Paris, France, April, 2000
Amelie, PLU; Ma, Chi Yuen; Fung, Pascale
Conference paper
1999 10

Fast accent identification and accented speech recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 1, 1999, p. 221-224
Liu, Wai Kat; Fung, Pascale
Article

More efficient and optimal LLR for decoding and verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2, 1999, p. 689-692
Lam, Kwok Leung; Fung, Pascale
Article

Statistical Augmentation of a Chinese Machine-Readable Dictionary

Text, Speech and Language Technology - Natural Language Processing Using Very Large Corpora / Edited by Susan Armstrong, Kenneth Church, Pierre Isabelle, Sandra Manzi, Evelyne TzoukermannKluwer, Dordrecht: Kluwer Academic Publishers, 1999, p. 137-155
Fung, Pascale; Wu, Dekai
Book chapter

A Monolingual Semantic Decoder Based on Word Sense Disambiguation for Mixed Language

EUROSPEECH 99, Budapest, Hungary, September 1999
Liu, Xiaohu; Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

A Monolingual Semantic Decoder based on Word Sense Disambiguation for Mixed Language Query Processing

EUROSPEECH ?9, volume 5, 1999, p.2011-2014
Liu, Xiaohu; Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

Decision Tree-Based Triphones are Robust and Practical for Mandarin Speech Recognition

EUROSPEECH 99, Budapest, Hungary, September 1999
LIU, Yi; Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

keyword / Fillerword Modeling for Spontaneous Spoken Mixed Language Query Processing

NLPRS 99, Beijing, China, November 5-7, 1999
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper

Liftered forward masking procedure for robust digits recognition

European Conf. on Speech Communication and Technology, Budapest, Hungary, September 1999, vol.6, p.2873-2876
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper

MAP-based Cross-Language Adaptation Augmented by Linguistic Knowledge: from English to Chinese

EUROSPEECH 99, Budapest, Hungary, September 1999
Fung, Pascale; MA, Chi Yuen; LIU, Wai Kat
Conference paper

Mixed-language Query Disambiguation

ACL 99, Maryland, June 1999
Fung, Pascale; Liu, Xiaohu; Cheung, Percy Chi Shun
Conference paper
1998 9

A Statistical View on Bilingual Lexicon Extraction: From Parallel Corpora to Non-Parallel Corpora

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1529, 1998, p. 1-17
Fung, Pascale
Article

Extracting Key Terms from Chinese and Japanese texts

International Journal on Computer Processing of Oriental Languages, Special Issue on Information Retrieval on Oriental Languages, v.1998, p.99-121
Fung, Pascale
Article

An IR Approach for Translating New Words from Nonparallel, Comparable Texts

COLING-ACL 1998, 1998, p.414-420
Fung, Pascale; Lo, Yuen Yee
Conference paper

Are Initial/Final Units Acoustically Accurate?

1998 Workshop on Speech Processing, The Chinese University of Hong Kong, Hong Kong, Sep.1998, p.235-240
Fung, Pascale; Lam, Kwok Leung
Conference paper

SALSA version 1.0, A Speech-Based Web Browser

ICSLP 98: Fifth International Conference on Spoken Language Processing, Sydney, Dec.1998, vol.4, p.1615-1619
Fung, Pascale; Cheung, Percy Chi Shun; Lam, Kwok Leung; Lau, Wai Kat; Lo, Yuen Yee
Conference paper

SALSA, A Multilingual Speech-Based Web Browser

The First AEARU Web Technolgy Workshop, Kyoto, Nov.1998, p.16-21
Fung, Pascale; Cheung, Percy Chi Shun; Lam, Kwok Leung; Liu, Wai Kat; Lo, Yuen Yee; Ma, Chi Yuen
Conference paper

Translating Unknown Words Using Nonparallel, Comparable Texts

COLING-ACL98, Montreal, Canada, Aug.1998, p.414-420
Fung, Pascale; Lo, Yuen Yee
Conference paper

Understanding Chinese Spontaneous Speech? Are Mandarin and Cantonese Very Different?

ISSPIS 99, Guangzhou, China, November, 1999
Fung, Pascale; Lo, Yuen Yee
Conference paper

Using English Phoneme Models for Chinese Speech Recognition

International Symposium on Chinese Spoken language processing, HongKong, Dec.1998, p.80-82
Ma, Chi Yuen; Fung, Pascale
Conference paper
1997 3

Dealing with Multilinguality in a Spoken Language Query Translator

Proceedings ACL/EACL '97 workshop on spoken language translation, Madrid, Spaing, 7-12 July 1997, p. 40-47
Fung, Pascale; Shi, Bertram E.; Wu, Dekai; Lam, Wai Bun; Wong, Shuen Kong
Conference paper

Extracting Japanese Domain and Technical Terms is Relatively Easy

Second International Conference in New Methods for Language Processing, Bilkent, Turkey, Sep.1996, p.148-159
Fung, Pascale; Kan, Min-yen; Horita, Yurie
Conference paper

Finding Terminology Translations from Non-parallel Corpora

5th Annual Workshop on Very Large Corpora, Hong Kong, Aug 1997, 192-202
Fung, Pascale; McKeown, Kathleen
Conference paper
1996 2

A Technical Word and Term Translation Aid using Noisy Parallel Corpora Across Language Groups

The Machine Translation Journal, SpecialIssue on New Tools for Human Translators, v.1996, p.53-87
Fung, Pascale; McKeown, Kathleen
Article

Domain Word Translation by Space-Frequency Analysis of Context Length Histograms

ICASSP '96: International Conference on Acoustics, Signal and Speech Processing, Atlanta, Georgia, May 1996, vol.I, p.184-187
Fung, Pascale
Conference paper
1995 3

A Pattern Matching Method for Finding Noun and Proper Noun Translations from Noisy Parallel Corpora

33rd Annual Conference of the Association for Computational Linguistics, Boston, Massachusetts, Jun.1995, p.236-233
Fung, Pascale
Conference paper

Coerced Markov Models for Cross-lingual Lexical-Tag Relations

Sixth International Conference on Theoretical and Methodological Issues in Machine Translation, Leuven, Belgium, Jul.1995, p. 240-255
Fung, Pascale; Wu, Dekai
Conference paper

Compiling Bilingual Lexicon Entries from a Non-Parallel English-Chinese Corpus

Third Annual Workshop on Very Large Corpora, Boston, Massachusetts, Jun.1995, p.173-183
Fung, Pascale
Conference paper
1994 4

Aligning Noisy Parallel Corpora across Language Groups: Word Pair Feature Matching by Dynamic Time Warping

AMTA-94: Association of Machine Translation in the Americas, Columbia, Maryland, Oct.1994, p.81-88
Fung, Pascale; McKeown, Kathleen
Conference paper

Improving Chinese tokenization with linguistic Filters on statistical lexical acquisition

ANLP-94: 4th Conf. on Applied Natural Language Processing, Stuttgart, October 1994, p. 180-181
Wu, Dekai; Fung, Pascale
Conference paper

K-vec: A New Approach for Aligning Parallel Texts

COLING-94: 15th International Conference on Computational Linguistics, Kyoto, Aug.1994, p.1096-1102
Fung, Pascale; Church, Kenneth
Conference paper

Statistical Augmentation of a Chinese Machine-Readable Dictionary

Second Annual Workshop on Very Large Corpora, Kyoto, Aug.1994, p.69-85
Fung, Pascale; Wu, Dekai
Conference paper
1993 3

Aligning Parallel Texts: Do Methods Developed for English-French generalize to Asian Languages?

PACFoCoL-93: Pacific Asia Conference on Formal and Computational Linguistics, Taipei, Aug.1993
Church, Kenneth; Dagan, I.; Gale, W.; Fung, Pascale; Helfman, J.; Satish, B.
Conference paper

The BBN/HARC Spoken Language system

ICASSP '93: International Conference on Acoustics, Signal and Speech Processing, San Francisco, Apr.1993
Bates, M.; Borrow, R.; Fung, Pascale; Ingria, R.; Kubala, F.; Makhoul, J.; Nguyen, Long Hoang; Schwartz, Richard; Stallard, D.
Conference paper

The Estimation of Powerful Language Models from Small and Large Corpora

ICASSP '93: International Conference on Acoustics, Signal and Speech Processing, San Francisco, Apr.1993
Placeway, Paul; Schwartz, Richard; Fung, Pascale; Nguyen, Long Hoang
Conference paper
1992 1

Design and Performance of HARC, the BBN Spoken Language Understanding System

ICSLP '92: Second International Conference on Spoken Language Processing, Banff, Oct.1992
Bates, M.; Borrow, R.; Fung, Pascale; Ingria, R.; Kubala, F.; Makhoul, J.; Nguyen, L.; Schwartz, R.; Stallard, D.
Conference paper
1991 2

Improved Speaker Markov Modeling for Unsupervised Speaker Normalization

Studia Phonologica, XXV, v.1991
Fung, Pascale; Kawahara, Tatsuya; Adda, Martine; Doshita, Shuji
Article

Unsupervised Speaker Normalization by Speaker Markov Model Converter for Speaker-Independent Speech Recognition

Eurospeech '91: Second European Conference on Speech Communication and Technology, Genoa, Sep.1991, p.1111-1114
Fung, Pascale; Kawahara, Tatsuya; Doshita, Shuji
Conference paper
Article 1

Survey of Hallucination in Natural Language Generation

ACM Computing Surveys, v. 55, (12), March 2023, article number 248, p. 1-38
Ji, Ziwei; Lee, Nayeon; Frieske, Rita Maria; Yu, Tiezheng; Su, Dan; Ishii, Etsuko; Bang, Ye Jin; Madotto, Andrea; Fung, Pascale Ngan
Conference paper 5

Factuality Enhanced Language Models for Open-Ended Text Generation


Lee, Nayeon; Ping, Wei; Xu, Peng; Patwary, Mostofa; Fung, Pascale; Shoeybi, Mohammad; Catanzaro, Bryan

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023 / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2023, p. 815-834
Winata, Genta Indra; Aji, Alham Fikri; Cahyawijaya, Samuel; Mahendra, Rahmad; Koto, Fajri; Romadhony, Ade; Kurniawan, Kemal; Moeljadi, David; Prasojo, Radityo Eko; Fung, Pascale; Baldwin, Timothy; Lau, Jey Han; Sennrich, Rico; Ruder, Sebastian

Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics / edited by Andreas Vlachos, Isabelle Augenstein. Association for Computational Linguistics, 2023, p. 2136-2148
Dai, Wenliang; Liu, Zihan; Ji, Ziwei; Su, Dan; Fung, Pascale Ngan

Towards Answering Ethical Quandary Questions


Bang, Ye Jin; Lee, Nayeon; Yu, Tiezheng; Khalatbari, Leila; Xu, Yan; Cahyawijaya, Samuel; Su, Dan; Wilie, Bryan; Barraud, Romain Maurice; Jebalbarezi Sarbijan, Elham; Madotto, Andrea; Kee, Hayden; Fung, Pascale Ngan

Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023: Student Research Workshop / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2023, p. 61-72
Lovenia, Holy; Cahyawijaya, Samuel; Fung, Pascale
Article 1

Confucius, cyberpunk and Mr. Science: comparing AI ethics principles between China and the EU

AI and Ethics, 20 June 2022
Fung, Pascale; Etienne, Hubert
Conference paper 18

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 7259-7268
Lovenia, Holy; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Peng; Yan, Xu; Liu, Zihan; Frieske, Rita Maria; Yu, Tiezheng; Dai, Wenliang; Barezi, Elham J; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale Ngan

Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset

Proceedings of the 13th Language Resources and Evaluation Conference / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6487-6494
Yu, Tiezheng; Frieske, Rita Maria; Xu, Peng; Cahyawijaya, Samuel; Yiu, Cheuk Tung; Lovenia, Holy; Dai, Wenliang; Jebalbarezi sarbijan, Elham; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition

Proceedings of 13th Conference on Language Resources and Evaluation, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 6786-6793
Dai, Wenliang; Cahyawijaya, Samuel; Yu, Tiezheng; Jebalbarezi Sarbijan, Elham; Xu, Peng; Yiu, Cheuk Tung; Frieske, Rita Maria; Lovenia, Holy; Winata, Genta Indra; Chen, Qifeng; Ma, Xiaojuan; Shi, Bertram Emil; Fung, Pascale

Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension

Proceedings of the 7th Workshop on Representation Learning for NLP / Association for Computational Linguistics. Association for Computational Linguistics, 2022, p. 60-66
Lovenia, Holy; Wilie, Bryan; Chung, Willy Hoo Choun; Zeng, Min; Cahyawijaya, Samuel; Su, Dan; Fung, Pascale

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Findings of the Association for Computational Linguistics: ACL 2022 / Edited by Smaranda Muresan, Preslav Nakov, Aline Villavicencio. Stroudsburg, PA, USA : Association for Computational Linguistics, 2022, p. 2383-2395
Dai, Wenliang; Hou, Lu; Shang, Lifeng; Jiang, Xin; Liu, Qun; Fung, Pascale Ngan

Every picture tells a story: Image-grounded controllable stylistic story generation

Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, International Conference on Computational Linguistics, 2022, p. 40-52
Lovenia, Holy; Wilie, Bryan; Barraud, Romain Maurice; Cahyawijaya, Samuel; Chung, Willy Hoo Choun; Fung, Pascale

How Long is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI) / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 160-172
Cahyawijaya, Samuel; Wilie, Bryan; Lovenie, Holy; Zhong, Mingqian; Zhong, Huan; Ip, Nancy Yuk-yu; Fung, Pascale

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages

Proceedings of the First Workshop on Scaling Up Multilingual Evaluation / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 25-34
Adilazuarda, Muhammad Farid; Cahyawijaya, Samuel; Winata, Genta Indra; Fung, Pascale; Purwarianti, Ayu

Integrating Question Rewriting in Conversational Question Answering: A Reinforcement Learning Approach

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop / Edited by Samuel Louvan, Andrea Madotto, Brielen Madureira. Stroudsburg PA, USA : Association for Computational Linguistics, 2022, p. 55-56
Ishii, Etsuko; Wilie, Bryan; Xu, Yan; Cahyawijaya, Samuel; Fung, Pascale

Korean Language Modeling via Syntactic Guide

Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 2841-2849
Kim, Hyeon Dey; Kim, Seonhoon; Kang, Inho; Kwak, Nojun; Fung, Pascale Ngan

NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies / Association for Computational Linguistics. Stroudsburg, PA, USA : Association for Computational Linguistics, 2022, p. 3131-3148
Lee, Nayeon; Bang, Ye Jin; Yu, Tiezheng; Madotto, Andrea; Fung, Pascale

QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation

2022 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings, v. 2022-May, April 2022, article number 9747008, p. 8232-8236
Su, Dan; Xu, Peng; Fung, Pascale

QAConv: Question Answering on Informative Conversations

Proceedings of the 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), v. 1, 2022, p. 5389-5411
Wu, Chien-Sheng; Madotto, Andrea; Liu, Wenhao; Fung, Pascale; Xiong, Caiming

Read before Generate! Faithful Long Form Question Answering with Machine Reading

Findings of the Association for Computational Linguistics: ACL 2022 / Edited by Smaranda Muresan, Preslav Nakov, Aline Villavicencio. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 744-756
Su, Dan; Li, Xiaoguang; Zhang, Jindi; Shang, Lifeng; Jiang, Xin; Liu, Qun; Fung, Pascale Ngan

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

DialDoc 2022 - Proceedings of the 2nd DialDoc Workshop on Document-Grounded Dialogue and Conversational Question Answering, Proceedings of the Workshop / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 93-107
Xu, Yan; Ishii, Etsuko; Cahyawijaya, Samuel; Liu, Zihan; Winata, Genta Indra; Madotto, Andrea; Su, Dan; Fung, Pascale

SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study

PROCEEDINGS OF THE 21ST WORKSHOP ON BIOMEDICAL LANGUAGE PROCESSING (BIONLP 2022), 2022, p. 140-154
Cahyawijaya, Samuel; Yu, Tiezheng; Liu, Zihan; Mak, Tiffany T.W.; Zhou, Xiaopu; Ip, Nancy Y.; Fung, Pascale

VScript: Controllable Script Generation with Visual Presentation


Ji, Ziwei; Xu, Yan; Cheng, I-tsun; Cahyawijaya, Samuel; Frieske, Rita Maria; Ishii, Etsuko; Zeng, Min; Madotto, Andrea; Fung, Pascale Ngan

VScript: Controllable Script Generation with Visual Presentation


Ji, Ziwei; Xu, Yan; Cheng, I-tsun; Cahyawijaya, Samuel; Frieske, Rita Maria; Ishii, Etsuko; Zeng, Min; Madotto, Andrea; Fung, Pascale Ngan
Conference paper 26

Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data

ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference, v. 1, August 2021, p. 802-812
Ko, Wei-Jen; El-Kishky, Ahmed; Renduchintala, Adithya; Chaudhary, Vishrav; Goyal, Naman; Guzman, Francisco; Fung, Pascale; Koehn, Philipp; Diab, Mona

AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization

NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 5892-5904
Yu, Tiezheng; Liu, Zihan; Fung, Pascale

Are Multilingual Models Effective in Code-Switching?

Computational Approaches to Linguistic Code-Switching: Proceedings of the Fifth Workshop / Edited by Thamar Solorio, Shuguang Chen, Alan W. Black, Mona Diab, Sunayana Sitaram, Victor Soto, Emre Yilmaz, Anirudh Srinivasan. Stroudsburg, PA, USA : Association for Computational Linguistics, 2021, p. 142-153
Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan; Lin, Zhaojiang; Madotto, Andrea; Fung, Pascale

Are Multilingual Models Effective in Code-Switching?

Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching / Thamar Solorio, Shuguang Chen, Alan W. Black, Mona Diab, Sunayana Sitaram, Victor Soto, Emre Yilmaz, Anirudh Srinivasan (Editors). The ACL Anthology, 2021, p. 142-153
Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan; Lin, Zhaojiang; Madotto, Anfrea; Fung, Pascale

Assessing Political Prudence of Open-Domain Chatbots

SIGDIAL 2021: 22nd Annual Meeting Of The Special Interest Group On Discourse And Dialogue (SIGDIAL 2021) / Assoc Computat Linguist. Assoc Computat Linguist, 2021, p. 548-555
Bang, Ye Jin; Lee, Nayeon; Ishii, Etsuko; Madotto, Andrea; Fung, Pascale

CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc 2021), August 2021, p. 46-51
Xu, Yan; Ishii, Etsuko; Winata, Genta Indra; Lin, Zhaojiang; Madotto, Andrea; Liu, Zihan; Xu, Peng; Fung, Pascale

Continual Learning in Task-Oriented Dialogue Systems

EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings, November 2021, p. 7452-7467
Madotto, Andrea; Lin, Zhaojiang; Zhou, Zhenpeng; Moon, Seungwhan; Crook, Paul; Liu, Bing; Yu, Zhou; Cho, Eunjoon; Fung, Pascale; Wang, Zhiguang

Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, August 2021, p. 2706-2718
Liu, Zihan; Winata, Genta Indra; Fung, Pascale

CrossNER: Evaluating Cross-Domain Named Entity Recognition

Proceedings of the AAAI Conference on Artificial Intelligence, v. 15, 2021, article number 17587, p. 13452-13460
Liu, Zihan; Xu, Yan; Yu, Tiezheng; Dai, Wenliang; Ji, Ziwei; Cahyawijaya, Samuel; Madotto, Andrea; Fung, Pascale

ERICA: An Empathetic Android Companion for Covid-19 Quarantine

SIGDIAL 2021 - 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference, 2021, p. 257-260
Ishii, Etsuko; Winata, Genta Indra; Cahyawijaya, Samuel; Lala, Divesh; Kawahara, Tatsuya; Fung, Pascale Ngan

Fight for 4230 at CheckThat! 2021: Domain-Specific Preprocessing and Pretrained Model for Ranking Claims by Check-Worthiness

CEUR Workshop Proceedings, v. 2936, August 2021, p. 681-692
Zhou, Xinrui; Wu, Bohuai; Fung, Pascale

Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, August 2021, p. 3124-3131
Su, Dan; Yu, Tiezheng; Fung, Pascale

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, November 2021, p. 8875-8898
Cahyawijaya, Samuel; Winata, Genta Indra; Wilie, Bryan; Vincentio, Karissa; Li, Xiaohong; Kuncoro, Adhiguna; Ruder, Sebastian; Lim, Zhi Yuan; Bahar, Syafri; Khodra, Masayu Leylia; Purwarianti, Ayu; Fung, Pascale

Language Models are Few-shot Multilingual Learners

MRL 2021 - 1st Workshop on Multilingual Representation Learning, Proceedings of the Conference, 2021, p. 1-15
Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang; Liu, Rosanne; Yosinski, Jason; Fung, Pascale Ngan

Mitigating Media Bias through Neutral Article Generation


Fung, Pascale; Lee, Nayeon; Bang, Ye Jin; Madotto, Andrea

Model Generalization on COVID-19 Fake News Detection

Communications in Computer and Information Science, v. 1402 CCIS, 2021, p. 128-140
Bang, Ye Jin; Ishii, Etsuko; Cahyawijaya, Samuel; Ji, Ziwei; Fung, Pascale

Multimodal End-to-End Sparse Model for Emotion Recognition

NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 5305-5316
Dai, Wenliang; Cahyawijaya, Samuel; Liu, Zihan; Fung, Pascale Ngan

On the Importance of Word Order Information in Cross-lingual Sequence Labeling

Proceedings of the AAAI Conference on Artificial Intelligence, v. 35, (15), 2021, article number 17588, p. 13461-13469
Liu, Zihan; Winata, Genta Indra; Cahyawijaya, Samuel; Madotto, Andrea; Lin, Zhaojiang; Fung, Pascale

On Unifying Misinformation Detection

NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference / Association for Computational Linguistics. Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 5479-5485
Lee, Nayeon; Li, Belinda Z.; Wang, Sinong; Fung, Pascale; Ma, Hao; Yih, Wen-tau; Khabsa, Madian

Preserving Cross-Linguality of Pre-trained Models via Continual Learning

RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop, 2021, p. 64-71
Liu, Zihan; Winata, Genta Indra; Madotto, Andrea; Fung, Pascale

The Adapter-Bot: All-In-One Controllable Conversational Model

AAAI Conference on Artificial Intelligence, v. 35, (18), 2021, p. 16081-16083
Lin, Zhaojiang; Madotto, Andrea; Bang, Ye Jin; Fung, Pascale

Towards Few-Shot Fact-Checking via Perplexity

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies / Association for Computational Linguistics. Pennsylvania, United States : Association for Computational Linguistics, 2021, p. 1971-1981
Lee, Nayeon; Bang, Ye Jin; Madotto, Andrea; Khabsa, Madian; Fung, Pascale

Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, November 2021, p. 3995-4007
Yu, Tiezheng; Dai, Wenliang; Liu, Zihan; Fung, Pascale

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing

RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop, 2021, p. 112-127
Liu, Zihan; Winata, Genta Indra; Xu, Peng; Fung, Pascale

XPersona: Evaluating Multilingual Personalized Chatbot

Proceedings of the 3rd Workshop on Natural Language Processing for Conversational AI / Edited by Alexandros Papangelis, Paweł Budzianowski, Bing Liu, Elnaz Nouri, Abhinav Rastogi, Yun-Nung Chen. Association for Computational Linguistics, 2021, p. 102-112
Lin, Zhaojiang; Liu, Zihan; Winata, Genta Indra; Cahyawijaya, Samuel; Madotto, Andrea; Bang, Ye Jin; Ishii, Etsuko; Fung, Pascale

Zero-Shot Dialogue State Tracking via Cross-Task Transfer

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, November 2021, p. 7890-7900
Lin, Zhaojiang; Liu, Bing; Madotto, Andrea; Moon, Seungwhan; Crook, Paul; Zhou, Zhenpeng; Wang, Zhiguang; Yu, Zhou; Cho, Eunjoon; Subba, Rajen; Fung, Pascale
Article 1

Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction

Computational Linguistics, v. 46, (2), June 2020, p. 249-255
Costa-Jussà, Marta R.; España-Bonet, Cristina; Fung, Pascale; Smith, Noah A.
Conference paper 24

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems

Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (5), 2020, p. 8433-8440
Liu, Zihan; Winata, Genta Indra; Lin, Zhaojiang; Xu, Peng; Fung, Pascale

Caire: An end-to-end empathetic chatbot

Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (9), 2020, p. 13622-13623
Lin, Zhaojiang; Xu, Peng; Winata, Genta Indra; Siddique, Farhad Bin; Liu, Zihan; Shin, Jamin; Fung, Pascale

CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management


Su, Dan; Xu, Yan; Bin siddique, Farhad; Jebalbarezi Sarbijan, Elham; Yu, Tiezheng; Fung, Pascale

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics / Association for Computational Linguistics. Association for Computational Linguistics, 2020, p. 19-25
Liu, Zihan; Winata, Genta Indra; Xu, Peng; Fung, Pascale

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, November 2020, p. 7241-7251
Liu, Zihan; Winata, Genta Indra; Xu, Peng; Lin, Zhaojiang; Fung, Pascale

Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization

Proceedings of the First Workshop on Scholarly Document Processing (EMNLP), v. 2020, November 2020, p. 303-309
Yu, Tiezheng; Su, Dan; Dai, Wenliang; Fung, Pascale

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning

Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020, November 2020, p. 441-459
Lin, Zhaojiang; Madotto, Andrea; Fung, Pascale

Generating Empathetic Responses by Looking Ahead the User’s Sentiment

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9054379, p. 7989-7993
Shin, Jamin; Xu, Peng; Madotto, Andrea; Fung, Pascale

Getting To Know You: User Attribute Extraction from Dialogues

Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020) / European Language Resources Association (ELRA). Paris, France : European Language Resources Association (ELRA), 2020, p. 581-589
Wu, Chien-Sheng; Madotto, Andrea; Lin, Zhaojiang; Xu, Peng; Fung, Pascale

Improving Spoken Question Answering Using Contextualized Word Representation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053979, p. 8004-8008
Su, Dan; Fung, Pascale

IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing / Edited by Kam-Fai Wong, Kevin Knight, Hua Wu. Stroudsburg, PA, USA : Association for Computational Linguistics, 2020, p. 843-857
Wilie, Bryan; Vincentio, Karissa; Winata, Genta Indra; Cahyawijaya, Samuel; Li, Xiaohong; Lim, Zhi Yuan; Soleman, Sidik; Mahendra, Rahmad; Fung, Pascale Ngan; Bahar, Syafri; Purwarianti, Ayu

Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection

Proceedings of the 14th Workshop on Semantic Evaluation, December 2020, p. 2060-2066
Dai, Wenliang; Yu, Tiezheng; Liu, Zihan; Fung, Pascale

Learning Fast Adaptation on Cross-Accented Speech Recognition

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2020, International Speech Communication Association, 2020, p. 1276-1280
Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan; Lin, Zhaojiang; Madotto, Andrea; Xu, Peng; Fung, Pascale

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

Proceedings of Findings of the Association for Computational Linguistics (EMNLP), v. 202, November 2020, p. 2372-2394
Madotto, Andrea; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Yan; Liu, Zihan; Lin, Zhaojiang; Fung, Pascale

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

The 2020 Conference on Empirical Methods in Natural Language Processing - Findings
Madotto, Andrea; Cahyawijaya, Samuel; Winata, Genta Indra; Xu, Yan; Liu, Zihan; Lin, Zhaojiang; Fung, Pascale

Learning to Classify the Wrong Answers for Multiple Choice Question Answering (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence, v. 34, (10), 2020, p. 13843-13844
Kim, Hyeon Dey; Fung, Pascale

Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053878, p. 6144-6148
Winata, Genta Indra; Cahyawijaya, Samuel; Lin, Zhaojiang; Liu, Zihan; Fung, Pascale

MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models

EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, v. 2020, November 2020, p. 2831-2845
Xu, Peng; Patwary, Mostofa; Shoeybi, Mohammad; Puri, Raul; Fung, Pascale; Anandkumar, Anima; Catanzaro, Bryan

Meta-Transfer Learning for Code-Switched Speech Recognition

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics / Association for Computational Linguistics. Association for Computational Linguistics, 2020, p. 3770-3776
Winata, Genta Indra; Cahyawijaya, Samuel; Lin, Zhaojiang; Liu, Zihan; Xu, Peng; Fung, Pascale

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Proceedings of Findings of the Association for Computational Linguistics (EMNLP), v. 2020, November 2020, p. 3391-3405
Lin, Zhaojiang; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale

Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020) / Edited by Kam-Fai Wong, Kevin Knight, Hua Wu. Stroudsburg, Pennsylvania, United States : Association for Computational Linguistics, 2020, p. 269-280
Dai, Wenliang; Liu, Zihan; Yu, Tiezheng; Fung, Pascale Ngan

Multi-hop Question Generation with Graph Convolutional Network

Proceedings of Findings of the Association for Computational Linguistics (EMNLP), November 2020, p. 4636-4647
Su, Dan; Xu, Yan; Dai, Wenliang; Ji, Ziwei; Yu, Tiezheng; Fung, Pascale

Plug-and-Play Conversational Models

Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020, November 2020, p. 2422-2433
Madotto, Andrea; Ishii, Etsuko; Lin, Zhaojiang; Sumanth, Dathathri; Fung, Pascale

Zero-Resource Cross-Domain Named Entity Recognition

5th Workshop on Representation Learning for NLP (RepL4NLP-2020), 2020, p. 1-6
Liu, Zihan; Winata, Genta Indra; Fung, Pascale
Conference paper 28

A Novel Repetition Normalized Adversarial Reward for Headline Generation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019-May, May 2019, article number 8683236, p. 7325-7329
Xu, Peng; Fung, Pascale

A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems.

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, v. 1, 2019, p. 1009-1018
Jebalbarezi sarbijan, Elham; Wood, Ian D; Fung, Pascale; Rabiee, Hamid R

Attention over Parameters for Dialogue Systems


Madotto, Andrea; Lin, Zhaojiang; Wu, Chien-sheng; Shin, Jamin; Fung, Pascale

CAiRE HKUST at SemEval-2019 task 3: Hierarchical attention for dialogue emotion classification

NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop / Jonathan May, Ekaterina Shutova, Aurelie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad (Editors). Minneapolis, Minnesota, USA : Association for Computational Linguistics, 2019, p. 142-147
Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang; Shin, Jamin; Xu, Yan; Xu, Peng; Fung, Pascale Ngan

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 3065-3075
Xu, Peng; Wu, Chien-sheng; Madotto, Andrea; Fung, Pascale Ngan

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences

Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) / Association for Computational Linguistics. Hong Kong : Association for Computational Linguistics, 2019, p. 271-280
Winta, Genta Indra; Madotto, Andrea; Wu, Chien-sheng; Fung, Pascale

End-to-End Question Answering Models for Goal-Oriented Dialog Learning


Shin, Jamin; Madotto, Andrea; Seo, Minjoon; Fung, Pascale

Exploring Perceived Emotional Intelligence of Personality-driven Virtual Agents in Handling User Challenges

The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 1222-1233
Ma, Xiaojuan; Yang, Emily; Fung, Pascale

Exploring Social Bias in Chatbots using Stereotype Knowledge

Proceedings of the 2019 Workshop on Widening NLP / Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem (Editors). Association for Computational Linguistics, 2019, p. 177-180, Anthology ID: W19-3655
Lee, Nayeon; Madotto, Andrea; Fung, Pascale

Generalizing Question Answering System with Pre-trained Language Model Fine-tuning

MRQA@EMNLP 2019 - Proceedings of the 2nd Workshop on Machine Reading for Question Answering / Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen (Editors). Stroudsburg PA, USA : Association for Computational Linguistics, 2019, p. 203-211
Su, Dan; Xu, Yan; Winata, Genta Indra; Xu, Peng; Kim, Hyeon Dey; Liu, Zihan; Fung, Pascale Ngan

Getting To Know You: User Attribute Extraction from Dialogues


Fung, Pascale; Wu, Chien-sheng; Madotto, Andrea; Lin, Zhaojiang; Xu, Peng

GlobalTrait: Personality Alignment of Multilingual Word Embeddings

Proceedings of the AAAI Conference on Artificial Intelligence, v. 33, (1), 2019, p. 7015-7022
Bin siddique, Farhad; Bertero, Dario; Fung, Pascale

Hierarchical Attention for Dialogue Emotion Classification


Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang; Shin, Jamin; Xu, Yan; Xu, Peng; Fung, Pascale

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 3541-3547
Winata, Genta Indra; Lin, Zhaojiang; Shin, Jamin; Liu, Zihan; Fung, Pascale Ngan

Human-agent Communication: Connecting Research and Development in HCI and AI

Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, November 2019, p. 122-126
Liao, Qingzi Vera; Wang, Yichia; Bickmore, Timothy W.; Fung, Pascale; Grudin, Jonathan T.; Yu, Zhou; Zhou, Michelle X.

Incorporate User Representation for Personal Question Answer Selection Using Siamese Network

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019-May, May 2019, article number 8682663, p. 7540-7544
Qi, Zihao; Bertero, Dario; Wood, Ian David; Fung, Pascale

Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring

WMT 2019 - 4th Conference on Machine Translation, Proceedings of the Conference, v. 2, August 2019, p. 275-282
Liu, Zihan; Xu, Yan; Winata, Genta Indra; Fung, Pascale Ngan

Learning Comment Generation by Leveraging User-generated Data

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019-May, May 2019, article number 8682945, p. 7225-7229
Lin, Zhaojiang; Winata, Genta Indra; Fung, Pascale

Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition

ACL 2019 - 4th Workshop on Representation Learning for NLP, RepL4NLP 2019 - Proceedings of the Workshop / Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei (Editors). Stroudsburg, PA : Association for Computational Linguistics, 2019, p. 181-186
Winata, Genta Indra; Lin, Zhaojiang; Fung, Pascale Ngan

Modality-based Factorization for Multimodal Fusion

ACL 2019: The 4th Workshop on Representation Learning for NLP (RepL4NLP-2019): Proceedings of the Workshop / Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei (Editors). Stroudsburg, PA : Association for Computational Linguistics, 2019, p. 260-269
Fung, Pascale; Jebalbarezi Sarbijan, Elham

Modality-based Factorization for Multimodal Fusion


Fung, Pascale; Jebalbarezi sarbijan, Elham; Momeni, Payman

MoEL: Mixture of Empathetic Listeners

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 121-132
Lin, Zhaojiang; Madotto, Andrea; Shin, Jamin; Xu, Peng; Fung, Pascale Ngan

On the effectiveness of low-rank matrix factorization for LSTM model compression

Proceedings of the 33rd Pacific Asia Conference on Language, Information and Computation, PACLIC 2019, 2019, p. 253-262
Winata, Genta Indra; Madotto, Andrea; Jebalbarezi sarbijan, Elham; Fung, Pascale

Personalizing Dialogue Agents via Meta-Learning

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 5454-5459
Madotto, Andrea; Lin, Zhaojiang; Wu, Chien-sheng; Fung, Pascale

Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data

NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop / Jonathan May, Ekaterina Shutova, Aurelie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad (Editors). Stroudsburg PA, USA : Association for Computational Linguistics, 2019, p. 1052-1056
Lee, Nayeon; Liu, Zihan; Fung, Pascale Ngan

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 808-819
Wu, Chien-sheng; Madotto, Andrea; Hosseini-asl, Ehsan; Xiong, Ciaming; Socher, Richard; Fung, Pascale

Understanding the Shades of Sexism in Popular TV Series

Proceedings of the 2019 Workshop on Widening NLP / Amittai Axelrod, Diyi Yang, Rossana Cunha, Samira Shaikh, Zeerak Waseem (Editors). Association for Computational Linguistics, 2019, p. 122-125, Anthology ID: W19-3638
Lee, Nayeon; Bang, Ye Jin; Shin, Jamin; Fung, Pascale

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 1297-1303
Liu, Zihan; Shin, Jamin; Xu, Yan; Winata, Genta Indra; Xu, Peng; Madotto, Andrea; Fung, Pascale Ngan
Conference paper 12

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8461990, p. 6204-6208
Winata, Genta Indra; Kampman, Onno Pepijn; Fung, Pascale

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, ACL 2018 / Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Thamar Solorio, Mona Diab, Julia Hirschberg (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2018, p. 110-114
Winata, Genta Indra; Wu, Chien-sheng; Madotto, Andrea; Fung, Pascale

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, ACL 2018 / Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Thamar Solorio, Mona Diab, Julia Hirschberg (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2018, p. 62-67
Winata, Genta Indra; Madotto, Andrea; Wu, Chien-sheng; Fung, Pascale

Emo2vec: Learning generalized emotion representation by multi-task training

WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop / Alexandra Balahur, Saif M. Mohammad, Veronique Hoste, Roman Klinger (Editors). Pennsylvania, United States : Association for Computational Linguistics, 2018, p. 292-298
Xu, Peng; Madotto, Andrea; Wu, Chien-sheng; Park, Ji Ho; Fung, Pascale Ngan

Empathetic Dialog Systems


Fung, Pascale; Bertero, Dario; Xu, Peng; Park, Ji Ho; Wu, Chien-sheng; Madotto, Andrea

End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-oriented Dialog

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, September 2018, article number 8461426, p. 6154-6158
Wu, Chien-sheng; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale

Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging

Proceedings of the 2018 Empirical Methods in Natural Language Processing (EMNLP 2018), v. 2018, 2018, p. 1133-1138
Lee, Nayeon; Wu, Chien-sheng; Fung, Pascale

Interpreting Word Embeddings with Eigenvector Analysis


Shin, Jamin; Madotto, Andrea; Fung, Pascale

Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018): Short Papers, v. 2, 2018, article number P18-2096, p. 606-611
Kampman, Onno; Jebalbarezi sarbijan, Elham; Bertero, Dario; Fung, Pascale

MEM2Seq: Effectively Incorporating Knowledge Bases into End-to-end task-Oriented Dialog Systems

ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), v. 1, 2018, p. 1468-1478
Madotto, Andrea; Wu, Chien-sheng; Fung, Pascale

PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags

NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop / Marianna Apidianaki, Saif M. Mohammad, Jonathan May, Ekaterina Shutova, Steven Bethard, Marine Carpuat (Editors). Stroudsburg PA, USA : Association for Computational Linguistics, 2018, p. 264-272
Park, Ji Ho; Xu, Peng; Fung, Pascale Ngan

Reducing Gender Bias in Abusive Language Detection

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018, 2018, p. 2799-2804
Park, Ji Ho; Shin, Jamin; Fung, Pascale
Conference paper 12

A First Look into a Convolutional Neural Network for speech emotion detection

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, 2017, p. 5115-5119, Article number 7953131
Bertero, Dario; Fung, Pascale

A Note Based Query by Humming System Using Convolutional Neural Network

A note based query by humming system using convolutional neural network, International Speech Communication Association, 2017, p. 3102-3106
Mostafa, Naziba; Fung, Pascale

Adapting a Virtual Agent to User Personality

Lecture Notes in Electrical Engineering, v. 510, 2019, p. 111-118
Kampman, Onno Pepijn; Siddique, Farhad Bin; Yang, Yang; Fung, Pascale

Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech Communication Association , 2017, p. 3271-3275
Siddique, Farhad Bin; Fung, Pascale

Emojive! Collecting Emotion Data from Speech and Facial Expression using Mobile Game App

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, France : International Speech Communication Association, 2017, p. 827-828
Park, Ji Ho; Lee, Nayeon; Bertero, Dario; Dey, Anik; Fung, Pascale

End-to-End Recurrent Entity Network for Entity-Value Independent Goal-Oriented Dialog Learning


Wu, Chien-sheng; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale

Multimodal Deep Neural Nets for Detecting Humor in TV Sitcoms

2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings, February 2017, article number 7846293, p. 383-390
Bertero, Dario; Fung, Pascale

Nora the empathetic psychologist

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2017, August 2017, p. 3437-3438
Winata, Genta Indra; Kampman, Onno Pepijn; Yang, Yang; Dey, Anik; Fung, Pascale

One-step and Two-step Classification for Abusive Language Detection on Twitter


Park, Ji Ho; Fung, Pascale

Perceived Emotional Intelligence in Virtual Agents

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2255-2262
Yang, Yang; Ma, Xiaojuan; Fung, Pascale

Towards a Corpus of Speech Emotion for Interactive Dialog Systems

2016 Conference of The Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, May 2017 , Article number 7919019, p. 241-246
Bertero, Dario; Siddique, Farhad Bin; Fung, Pascale

Zara Returns: Improved Personality Induction and Adaptation by an Empathetic Virtual Agent

ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations 2017, 2017, p. 121-126
Siddique, Farhad Bin; Kampman, Onno Pepijn; Yang, Yang; Dey, Anik; Fung, Pascale
Conference paper 10

A Long Short-Term Memory Framework for Predicting Humor in Dialogues

2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference, 2016, p. 130-135
Bertero, Dario; Fung, Pascale

A Machine Learning based Music Retrieval and Recommendation System

Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016 / Edited by Calzolari N., Choukri K., Mazo H., Moreno A., Declerck T., Goggi S., Grobelnik M., Odijk J., Piperidis S., Maegaard B., Mariani J.. Paris, France : European Language Resources Association (ELRA), 2016, p. 1970-1977
Mostafa, Naziba; Wan, Yan; Amitabh, Unnayan; Fung, Pascale

Deep Learning of Audio and Language Features for Humor Prediction

Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016, Edited by Calzolari N., Choukri K., Mazo H., Moreno A., Declerck T., Goggi S., Grobelnik M., Odijk J., Piperidis S., Maegaard B., Mariani J.. Paris, France : European Language Resources Association (ELRA), 2016, p. 496-501
Bertero, Dario; Fung, Pascale

Predicting Humor Response in Dialogues from TV Sitcoms

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472785, p. 5780-5784
Bertero, Dario; Fung, Pascale

Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2016, p. 1042-1047
Bertero, Dario; Siddique, Farhad Bin; Wu, Chien-sheng; Wan, Yan; Chan, Ho Yin; Fung, Pascale

Towards Empathetic Human-Robot Interactions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9624 LNCS, 2018, p. 173-193
Fung, Pascale; Bertero, Dario; Wan, Yan; Dey, Anik; Chan, Ho Yin; Siddique, Farhad Bin; Yang, Yang; Wu, Chien-sheng; Lin, Ruixi

Towards Empathetic Human-Robot Interactions


Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin

Zara The Supergirl: An Empathetic Personality Recognition System

Proceedings of NAACL-HLT 2016 (Demonstrations), p. 87-91
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Bertero, Dario; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin

Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition

Proceedings of COLING 2016: System Demonstrations, December 2016, p. 278-281
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Bertero, Dario; Wan, Yan; Chan, Ho Yin; Wu, Chien Sheng

Zara: An Empathetic Interactive Virtual Agent

Interspeech 2016: Show & Tell Contribution, September 2016, p. 1176-1177
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Article 1

Robots with heart

Scientific American, v. 313, (5), January 2015, p. 60-63
Fung, Pascale
Conference paper 2

A Comparison between a DNN and a CRF Disfluency Detection and Reconstruction System

16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015): Speech Beyond Speech Towards a Better Understanding of the Most Important Biosignal, International Speech Communication Association (ISCA), 2015, p. 844-848
Bertero, Dario; Wang, Linlin; Chan, Ho Yin; Fung, Pascale

HLTC-HKUST: A Neural Network Paraphrase Classifier using Translation Metrics, Semantic Roles and Lexical Similarity Features

Proceedings of SemEval-2015, The Association for Computational Linguistics, 2015, p. 23-28
Bertero, Dario; Fung, Pascale
Article 2

Discriminatively Trained Sparse Inverse Covariance Matrices for Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 22, (5), May 2014, article number 2312548, p. 873-882
Zhang, Weibin; Fung, Pascale

Efficient Sparse Banded Acoustic Models for Speech Recognition

IEEE Signal Processing Letters, v. 21, (3), March 2014, article number 6675805, p. 280-283
Zhang, Weibin; Fung, Pascale
Conference paper 5

A Hindi-English Code-Switching Corpus

LREC 2014, Ninth International Conference on Language Resources and Evaluation, Editors: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis. The European Language Resources Association, 2014, p. 2410-2413
Dey, Anik; Fung, Pascale

Acoustic Modeling for Hindi Speech Recognition in Low-Resource Settings

2014 International Conference on Audio, Language and Image Processing, January 2015, article number 7009923, p. 891-894
Dey, Anik; Zhang, Weibin; Fung, Pascale

Code switch language modeling with Functional Head Constraint

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, July 2014, article number 6854536, p. 4913-4917
Li, Ying; Fung, Pascale

Co-Training for Classification of Live or Studio Music Recordings

LREC 2014 Proceedings, Editors: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis. European Language Resources Association, 2014, p. 3650-3653
Auguin, Nicolas Jean Leopold Pierre; Fung, Pascale

Language Modeling with Functional Head Constraint for Code Switching Speech Recognition

EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2014, p. 907-916
Li, Ying; Fung, Pascale
Article 2

Cross-Lingual Language Modeling for Low-Resource Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 21, (6), 2013, article number 6425426, p. 1134-1144
Xu, Ping; Fung, Pascale

Sparse Inverse Covariance Matrices for Low Resource Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 21, (3), 2013, article number 6317142, p. 659-668
Zhang, Weibin; Fung, Pascale
Conference paper 6

Discriminatively Trained Sparse Inverse Covariance Matrices for Low Resource Acoustic Modeling

Interspeech, v. 2013, 2013, p. 2349-2353
Zhang, Weibin; Fung, Pascale

Identification of Live or Studio Versions of a Song Via Supervised Learning

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013, 2013, article number 6694314
Auguin, Nicolas Jean Leopold Pierre; Huang, Shilei; Fung, Pascale

Improved Mixed Language Speech Recognition Using Asymmetric Acoustic Model and Language Model with Code-switch Inversion Constraints

2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, The Institute of Electrical and Electronics Engineers, Inc., 2013, p. 7368-7372
Li, Ying; Fung, Pascale

Language Modeling for Mixed Language Speech Recognition Using Weighted Phrase Extraction

Interspeech, b. 2013, 2013, p. 2598-2602
Li, Ying; Fung, Pascale

Multimodal Music Emotion Classification Using AdaBoost with Decision Stumps

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638298, p. 3447-3451
Su, Dan; Fung, Pascale; Auguin, Nicolas Jean Leopold Pierre

These Words Are Music to My Ears: Recognizing Music Emotion from Lyrics using AdaBoost

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013
Su, Dan; Fung, Pascale
Article 2

Active learning with semi-automatic annotation for extractive speech summarization

ACM transactions on speech and language processing, v. 8, (4), 2012
Zhang, Jian; Fung, Pascale

Automatic Parliamentary Meeting Minute Generation Using Rhetorical Structure Modeling

IEEE Transactions on Audio, Speech, and Language Processing, v. 20, (9), November 2012, p. 2492-2504
Zhang, Jian; Fung, Pascale
Conference paper 10

A Mandarin-English Code-switching Corpus

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012, 2012, p. 2515-2519
Li, Ying; Fung, Pascale; Yu, Yue

A Multilingual Database of Natural Stress Emotion

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012, 2012, p. 1174-1178
Zuo, Xin; Li, Tian; Fung, Pascale

Code Switching Language Model with Translation Constraint for Mixed Language Speech Recognition

Proceedings of COLING 2012: Technical Papers / Edited by Martin Kay and Christian Boitet. The COLING 2012 Organizing Committee: Mumbai, 2012, Dec, p. 1671-1680
Li, Ying; Fung, Pascale

Cross-Lingual language modeling with syntactic reordering for low-resource speech recognition

EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference, Jeju Island, South Korea, 12-14 July 2012, 2012, p. 766-776
Xu, Ping; Fung, Pascale

Low Resource Speech Recognition with Automatically Learned Sparse Inverse Covariance Matrices

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Kyoto, Japan, March 25-30 2012, p. 4737-4740
Zhang, Weibin; Fung, Pascale

Personalized music emotion classification via active learning

Proceedings of the 2nd International ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies, Co-located with ACM Multimedia 2012, MIRUM 2012, 2012, p. 57-62
Su, Dan; Fung, Pascale

Phrase-level Transduction Model with Reordering for Spoken to Written Language Transformation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2012, p. 4965-4968
Xu, Ping; Fung, Pascale; Chan, Ho Yin

Sparse banded precision matrices for low resource speech recognition

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, v. 3, 2012, p. 1912-1915
Zhang, Weibin; Fung, Pascale

Using English Acoustic Models for Hindi Automatic Speech Recognition

The 3rd Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), COLING 2012, Mumbai, India, 2012, Dec 08, p. 123-134
Dey, Anik; Li, Ying; Fung, Pascale

Using English Acoustic Models for Hindi Automatic Speech Recognition

WSSANLP-COLING 2012, Mumbai, December, 2012
Dey, Anik; Li, Ying; Fung, Pascale
Conference paper 5

A cross gender and cross lingual study on acoustic features for stress recognition in speech

Proceedings 17th International Congress of Phonetic Sciences (ICPhS XVII), Hong Kong, 17-21 August 2011, p. 2336-2339.
Zuo, Xin; Fung, Pascale

Asymmetric acoustic modeling of mixed language speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2011, p. 5004-5007
Li, Ying; Fung, Pascale; Xu, Ping; Liu, Yi

Automatic minute generation for parliamentary speech using conditional random fields

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2011, p. 5536-5539
Zhang, Jian; Fung, Pascale; Chan, Ho Yin

Mining Parallel Documents Using Low Bandwidth and High Precision CLIR from the Heterogeneous Web

Proceedings of the Fifth International Joint Conference on Natural. Language Processing / Edited by Wang, Haifeng; Yarowsky, David. Asian Federation of Natural Language Proceesing, 2011, p. 420-428
Shi, Yue Simon; Fung, Pascale; Prochasson, Emmanuel; Lo, Chi-kiu; Wu, Dekai

Rare Word Translation Extraction from Aligned Comparable Documents

ACL-HLT 2011, Portland, June, 2011
Prochasson, Emmanuel; Fung, Pascale
Article 1

Extractive speech summarization using shallow rhetorical structure modeling

IEEE Transactions on Audio, Speech and Language Processing, v. 18, (6), 2010, p. 1147-1157
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Book chapter 2

Building and Mining Parallel Corpora

Building and Mining Parallel Corpora / Springler, 2010
Fung, Pascale; Shi, Yue Simon; Prochasson, Emmanuel

Chinese Machine Translation

The Handbook of Natural Language Processing / Edited by Nitin Indurkhya, Fred J. Damerau. Boca Raton, FL: CRC Press, 2011, p. 425-454
Fung, Pascale
Conference paper 6

A Very Large Scale Mandarin Chinese Broadcast Collection for the GALE Program

LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, p. J83-J88
Liu, Yi; Fung, Pascale; Yang, Yongsheng; DiPersio, Denise; Glenn, Meghan Lammie; Strassel, Stephanie M.; Cieri, Christopher

A Very Large Scale Mandarin Chinese Broadcast Corpus for GALE Project

LREC 2010, ELDA, Malta, May 2010
Liu, Yi; Fung, Pascale; Yang, Yongsheng; DiPersio, Denise; Glenn, Meghan; Strassel, Stephanie; Cieri, Christopher

Learning deep rhetorical structure for extractive speech summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2010, p. 5302-5305
Zhang, Jian; Fung, Pascale

Rhetorical syntax-driven model for speech summarization

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2, 2010, p. 1299-1307
Zhang, Jian; Fung, Pascale

Trillions of comparable documents

LREC Workshop on Building and Using Comparable Corpora, LREC ELDA, Malta, May 2010
Fung, Pascale; Prochassson, Emmanuel; Shi, Yue Simon

Unsupervised synthesis of multilingual wikipedia articles

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2, 2010, p. 197-205
Chen, Yuncoong; Fung, Pascale
Book 1

BUCC 2009: 2nd Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora: Proceedings of the Workshop, 6 August 2009, Suntec, Singapore


Fung, Pascale; Zweigenbaum, Pierre; Rapp, Reinhard
Conference paper 5

Active Learning of Extractive Reference Summaries for Lecture Speech Summarization

2nd Workshop on Building and Using Comparable Corpora (BUCC 2009), ACL-IJCNLP 2009, Singapore
Zhang, Jian; Fung, Pascale

Can semantic role labeling improve SMT?

Proceedings of the 13th Annual Conference of the European Association for Machine Translation (EAMT 2009), Barcelona, Spain, 14-15 May 2009, Code 88743, Pages 218-225
Wu, Dekai; Fung, Pascale

Extractive speech summarization by active learning

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2009, 2009, p. 392-397
Zhang, Jian; Chan, Ho Yin; Fung, Pascale

Rhetorical structure modeling for lecture speech summarization

APSIPA ASC 2009 - Asia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference, 2009, p. 338-343
Fung, Pascale; Zhang, Jain; Chan, Ho Yin; Huang, Shilei

Semantic Roles for SMT: A Hybrid Two-Pass Model

Proceeding NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics(NAACL HLT 2009), Boulder, Colorado, 2009 June, Pages13-16
Wu, Dekai; Fung, Pascale
Article 1

Multilingual spoken language processing

IEEE Signal Processing Magazine, v. 25, (3), May 2008, p. 89-97
Fung, Pascale; Schultz, Tanja
Conference paper 3

Rhetorical-state hidden markov models for extractive speech summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2008, p. 4957-4960
Fung, Pascale; Chan, Ho Yin; Zhang, Jian

RSHMM++ for extractive lecture speech summarization

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings, 2008, p. 161-164
Zhang, Jian; Huang, Shilei; Fung, Pascale

Using output probability distribution for oov word rejection

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings, 2008, p. 221-224
Huang, Shilei; Xie, Xiang; Fung, Pascale
Conference paper 4

A comparative study on speech summarization of broadcast news and lecture speech

8th Annual Conference of the International Speech Communication Association, Interspeech 2007, Antwerp, Beligium, 27-31 August 2007, p. 2488-2491
Zhang, Jian; Chan, Ho Yin; Fung, Pascale; Cao, Lu

A mandarin lecture speech transcription system for speech summarization

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings, 2007, p. 467-471
Chan, Ho Yin; Zhang, Jian; Fung, Pascale; Cao, Lu

Improving lecture speech summarization using rhetorical information

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings, 2007, p. 195-200
Zhang, Jian; Chan, Ho Yin; Fung, Pascale

Learning Bilingual Semantic Frames: Shallow Semantic Parsing vs. Semantic Role Projection

11th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI 2007), Skövde, Sweden, 7- Sep 2007, p. 75-84
Fung, Pascale; WU, Zhaojun; YANG, Yongsheng; WU, Dekai
Article 2

Aligning word senses using bilingual corpora

ACM Transactions on Asian Language Information Processing, v. 5, (2), 2006, p. 89-120
Carpuat, Marine; Fung, Pascale; Ngai, Grace

One Story One Flow: Hidden Markov Story Models for Multilingual and Multi-document Summarization

ACM Transactions on Speech and Language Processing, v. 3, (2), 2006, July, p. 1-16
Fung, Pascale; Ngai, Grace
Conference paper 4

Automatic learning of Chinese English semantic structure mapping

2006 IEEE ACL Spoken Language Technology Workshop, SLT 2006, Proceedings, Palm Beach, Aruba, 10-13 December 2006, Category number06EX1646, Code 729872006, 2006, Article number 4123404, p. 230-233
Fung, Pascale; Wu, Zhaojun; Yang, Yongsheng; Wu, Dekai

HKUST/MTS: A very large scale Mandarin telephone speech corpus

Lecture Notes in Computer Science, v. 4274, 2006, p. 724-735
Liu, Yi; Fung, Pascale; Yang, Yongsheng; Cieri, Christopher; Huang, Shudong; Graff, David

Multi-accent Chinese speech recognition

INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP, v. 1, 2006, p. 133-136
Liu, Yi; Fung, Pascale

Robust Word Sense Translation by EM Learning of Frame Semantics

Proceedings of ACL/COLING 2006, Sydney, Australia, July, 2006
Fung, Pascale; Chen, Benfeng
Article 2

Effects and modeling of phonetic and acoustic confusions in accented speech

Journal of the Acoustical Society of America, v. 118, (5), 2005, NOV, p. 3279-3293
Fung, Pascale; Liu, Yi

Translation disambiguation in mixed language queries

Machine Translation, v. 18, (4), 2005, p. 251-273
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper 3

Acoustic and phonetic confusions in accented speech recognition

9th European Conference on Speech Communication and Technology, 2005, p. 3033-3036
Liu, Yi; Fung, Pascale

EARSCTS: A Chinese Telephony Conversational Corpus for Speech Processing

NCMMSC2005, Technical Acoustics, v. 24, 2005, p. 486-489
Liu, Yi; Fung, Pascale; Cleri, Christopher; Yang, Yongsheng; Huang, Shudong

Inversion transduction grammar constraints for mining parallel sentences from quasi-comparable corpora

2nd International Joint Conference on Natural Language Processing, IJCNLP 2005, Jeju Island, South Korea, 11-13 October 2005, Code 67122. Lecture Notes in Computer Science, v. 3651, 2005, p. 257-268
Wu, Dekai; Fung, Pascale
Article 4

A maximum-entropy Chinese parser augmented by transformation-based learning

ACM Transactions on Asian Language Information Processing, v. 3, (2), 2004, p. 159-168
Fung, Pascale; Ngai, Grace; Yang, Yongsheng; Chen, Benfeng

Pronunciation Modeling for Spontaneous Mandarin Speech Recognition

International Journal of Speech Technology, v. 7, (2-3), 2004, p. 155-172
Liu, Yi; Fung, Pascale

State-dependent phonetic tied mixtures with pronunciation modeling for spontaneous speech recognition

IEEE transactions on speech and audio processing, v. 12, (4), 2004, JUL, p. 351-364
Liu, Yi; Fung, Pascale

Unsupervised Learning of a Chinese Spontaneous and Colloquial Speech Lexicon with Content and Filler Phrase Classification

International Journal of Speech Technology, v. 7, (2-3), 2004, p. 173-188
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper 11

A Grammar-Based Chinese to English Speech Translation System for Portable Devices

8th International Conference on Spoken Language Processing (INTERSPEECH 2004 - ICSLP). Jeju, Korea, 4-8 Oct 2004
Fung, Pascale; Liu, Yi; Yang, Yongsheng; Shen, Yihai; Wu, Dekai

A system for mandarin short phrase recognition on portable devices

2004 International Symposium on Chinese Spoken Language Processing - Proceedings, 2004, p. 229-232
Xu, Chao; Liu, Yi; Yang, Yongsheng; Fung, Pascale; Cao, Zhigang

A system for Mandarin short phrase recognition on portable devices

ISCSLP 2004, Hong Kong, Dec 2004
Xu, Chao; Liu, Yi; Yang, Yongsheng; Fung, Pascale

Automatic Construction of an English-Chinese Bilingual FrameNet

Human Language Technology Conference 2004, Boston, USA, May
Chen, Benfeng; Fung, Pascale

BiFrameNet: bilingual Frame Semantics Resource Construction by Cross-lingual Induction

The 20th International Conference on Computational Linguistics (COLING 2004), Geneva, Switzerland, Aug 2004
Fung, Pascale; Chen, Benfeng

Development of a Chinese telephony conversational corpus for speech processing

2004 International Symposium on Chinese Spoken Language Processing - Proceedings, 2004, p. 197-200
Liu, Yi; Fung, Pascale; Huang, Shudong; Cieri, Christopher; Zhai, Lu-Feng; Chen, Benfeng

From Parallel Corpora to Non-Parallel Corpora, Methods for Bilingual Sentence Extraction

LREC Workshop on Usage of Parallel Corpora, Lisbon, May 2004
Cheung, Percy Chi Shun; Fung, Pascale

Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and EM

Conference on Empirical Methods in NLP 2004, Barcelona, Span, Jul 2004
Fung, Pascale; Cheung, Percy Chi Shun

Multi-level Bootstrapping for Extracting Parallel Sentences from a Quasi-comparable Corpora

The 20th International Conference on Computational Lingutistics (COLING 2004), Geneva, Switzerland, Aug 2004
Fung, Pascale; Cheung, Percy Chi Shun

Sentence Alignment in Paralllel, Comparable and Quasi-comparable Corpora

LREC Workshop on the amazing utility of parallel corpora, Portugal, May 2004
Cheung, Percy Chi Shun; Fung, Pascale

Using N-best Lists for Named Entity Recognition from Chinese Speech

Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL-2004) Boston, Massachusetts, 2-7 May 2004
Zhai, Lu-Feng; Fung, Pascale; Schwartz, Richard; Carpuat, Marine; Wu, Dekai
Article 1

Modeling partial pronunciation variations for spontaneous Mandarin speech recognition

COMPUTER SPEECH AND LANGUAGE, v. 17, (4), 2003, OCT, p. 357-379
Liu, Yi; Fung, Pascale
Conference paper 4

Automatic phone set extension with confidence measure for spontaneous speech

EUROSPEECH ‘03, Geneva, September, 2003
Liu, Yi; Fung, Pascale

Flooring the observation probability for robust ASR in impulsive noise

European Conference on Speech Communication and Technology, v. 2003, September 2003, p. 1777-1780
Pei, Ding; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang

Partial change accent models for accented mandarin speech recognition

ASRU'03: 2003 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING ASRU '03, 2003, p. 111-116
Liu, Yi; Fung, Pascale

Triphone Model Reconstruction for Mandarin Variations

Proceedings of IEEE International Conference on Acoustic, Speech and Signal Proceeding, HK, April, v. 1, 2003, p. 760-763
Fung, Pascale; Liu, Yi
Article 1

Mandarin pronunciation modeling based on CASS corpus

Journal of computer science and technology, v. 17, (3), 2002, MAY, p. 249-263
Zheng, Fang; Song, Zhanjiang; Fung, Pascale; Byrne, William
Conference paper 8

A Maximum-Entropy Approach to HowNet-based Chinese Word-Sense Disambiguation

COLING 2002, Taipei, Taiwan, 31 August
Wong, Ping Wai; Yang, Yongsheng; Fung, Pascale

Creating a Bilingual Ontology: A Corpus-Based Approach for Aligning WordNet and HowNet

Proceedings of the 1st Global WordNet Conference
Carpuat, Marine; Ngai, Grace; Fung, Pascale

Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment

Proceedings of CONLING-02, Taipei, Taiwan, August
Ngai, Grace; Carpuat, Marine; Fung, Pascale

Model Partial Pronunciation Variations for Spontaneous Mandarin Speech Recognition

7th International Conference on Spoken Language Processing, Denver, Colorado, USA, September 16-20, 2002, p. 2457-2460
Liu, Yi; Fung, Pascale

Modeling Partial Pronunciation Variations for Spontaneous Mandarin Speech Recognition

ICSLP 2002, Denver, Colorado, September
Liu, Yi; Fung, Pascale

Nouns in WordNet and HowNet: an Analysis and Comparison of Semantic Relations

Proceedings of the 1st International Conference on Global WordNet Conference
Wong, Ping Wai; Fung, Pascale

Partial Change Phone Models for Pronunciation Variations in Spontaneous Mandarin Speech

Proceedings of International Symposium on Chinese Spoken Language, Taipei, Taiwan
Liu, Yi; Fung, Pascale

Reducing pronunciation lexicon confusion and using more data without phonetic transcription for pronunciation modeling

International Conference on Spoken Language Processing, v. 2002, September 2002, p. 2461-2464
Zhang, F.; Song, Z.; Fung, Pascale; Byrne, W.
Conference paper 4

Automatic Generation of Pronunciation Lexicons for Mandarin Spontaneous Speech

ICASSP 2001, Salt Lake City, May, 2001
Bryne, William; Venkataramani, B.; Kamm, T.; Zheng, T.F.; Song, Zhanjiang; Fung, Pascale; Liu, Yi; Ruhu, U.

CLEF 2001 bilingual task simple dictionary-based query translation

CEUR Workshop Proceedings, v. 1161, September 2001
Carpuat, Marine Jacinthe; Fung, Pascale

Estimating Pronunciation Variations from Acoustic Likelihood Score for HMM Reconstruction

Eurospeech
Liu, Yi; Fung, Pascale

Modeling Pronunciation Variation Using Context-Dependent Weighting and B/S Refined Acoustic Modeling

EuroSpeech, Aalborg, Denmark, 3-7, September, 2001
Zheng, Fang; Song, Zhanjiang; Fung, Pascale; Bryne, William
Article 1

Log-add approximation on-line noise compensation method adopting robust decision rules for robust digits recognition

CHINESE JOURNAL OF ELECTRONICS, v. 9, (3), 2000, JUL, p. 278-283
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper 9

A multi-path syllable to word decoder with language model optimization and automatic lexicon augmentation

Proceedings 6th International Conference of Spoken Language Processing (Interspeech 2000), Beijing, China, 16-20 October 2000
Tang, Haijiang; Fung, Pascale

A Novel Technique for Frame Selection for GMM-based text-independent Speaker Recognition

ICSLP 2000, Beijing, China, October, 2000
Tsoi, Pang Kuen; Fung, Pascale

A Phonetically Transcribed Corpus of Mandarin Spontaneous Speech

nternational Conference on Spoken Language Processing, Beijing, China, 16-20, October, 2000
Li, Aijun; Zheng, Fang; Bryne, William; Fung, Pascale

An LLR-based technique of frame selection for GMM-based text-independent speaker identification


Tsoi, Pang Kuen; Fung, Pascale

MLLR-based accent model adaptation without accented data

Sixth International Conference on Spoken Language Processing (ICSLP 2000), Beijing, China, v.3, 16-20 October 2000, p. 738-741
Liu, Wai Kat; Fung, Pascale

Principal mixture speaker adaptation for improved continuous speech recognition

Sixth International Conference on Spoken Language Processing (ICSLP 2000), Beijing, China, v.1,16-20 October 2000, p. 774-777
Ye, Hui; Fung, Pascale; Huang, Taiyi

Residual noise compensation for robust speech recognition in nonstationary noise

ICASSP proceedings, v. 2, 2000, p. 1125-1128
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang

Rule-Based Word Pronunciation Networks Generation for Mandarin Speech Recognition

ISCSLP 2000, Beijing, China, October, 2000
Liu, Yi; Fung, Pascale

SALSA Version 3.0: A Single Recognizer-based Multilingual Speech-based Web Browser

RIAO 2000, Paris, France, April, 2000
Amelie, PLU; Ma, Chi Yuen; Fung, Pascale
Article 2

Fast accent identification and accented speech recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 1, 1999, p. 221-224
Liu, Wai Kat; Fung, Pascale

More efficient and optimal LLR for decoding and verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2, 1999, p. 689-692
Lam, Kwok Leung; Fung, Pascale
Book chapter 1

Statistical Augmentation of a Chinese Machine-Readable Dictionary

Text, Speech and Language Technology - Natural Language Processing Using Very Large Corpora / Edited by Susan Armstrong, Kenneth Church, Pierre Isabelle, Sandra Manzi, Evelyne TzoukermannKluwer, Dordrecht: Kluwer Academic Publishers, 1999, p. 137-155
Fung, Pascale; Wu, Dekai
Conference paper 7

A Monolingual Semantic Decoder Based on Word Sense Disambiguation for Mixed Language

EUROSPEECH 99, Budapest, Hungary, September 1999
Liu, Xiaohu; Fung, Pascale; Cheung, Percy Chi Shun

A Monolingual Semantic Decoder based on Word Sense Disambiguation for Mixed Language Query Processing

EUROSPEECH ?9, volume 5, 1999, p.2011-2014
Liu, Xiaohu; Fung, Pascale; Cheung, Percy Chi Shun

Decision Tree-Based Triphones are Robust and Practical for Mandarin Speech Recognition

EUROSPEECH 99, Budapest, Hungary, September 1999
LIU, Yi; Fung, Pascale; Cheung, Percy Chi Shun

keyword / Fillerword Modeling for Spontaneous Spoken Mixed Language Query Processing

NLPRS 99, Beijing, China, November 5-7, 1999
Cheung, Percy Chi Shun; Fung, Pascale

Liftered forward masking procedure for robust digits recognition

European Conf. on Speech Communication and Technology, Budapest, Hungary, September 1999, vol.6, p.2873-2876
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang

MAP-based Cross-Language Adaptation Augmented by Linguistic Knowledge: from English to Chinese

EUROSPEECH 99, Budapest, Hungary, September 1999
Fung, Pascale; MA, Chi Yuen; LIU, Wai Kat

Mixed-language Query Disambiguation

ACL 99, Maryland, June 1999
Fung, Pascale; Liu, Xiaohu; Cheung, Percy Chi Shun
Article 2

A Statistical View on Bilingual Lexicon Extraction: From Parallel Corpora to Non-Parallel Corpora

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1529, 1998, p. 1-17
Fung, Pascale

Extracting Key Terms from Chinese and Japanese texts

International Journal on Computer Processing of Oriental Languages, Special Issue on Information Retrieval on Oriental Languages, v.1998, p.99-121
Fung, Pascale
Conference paper 7

An IR Approach for Translating New Words from Nonparallel, Comparable Texts

COLING-ACL 1998, 1998, p.414-420
Fung, Pascale; Lo, Yuen Yee

Are Initial/Final Units Acoustically Accurate?

1998 Workshop on Speech Processing, The Chinese University of Hong Kong, Hong Kong, Sep.1998, p.235-240
Fung, Pascale; Lam, Kwok Leung

SALSA version 1.0, A Speech-Based Web Browser

ICSLP 98: Fifth International Conference on Spoken Language Processing, Sydney, Dec.1998, vol.4, p.1615-1619
Fung, Pascale; Cheung, Percy Chi Shun; Lam, Kwok Leung; Lau, Wai Kat; Lo, Yuen Yee

SALSA, A Multilingual Speech-Based Web Browser

The First AEARU Web Technolgy Workshop, Kyoto, Nov.1998, p.16-21
Fung, Pascale; Cheung, Percy Chi Shun; Lam, Kwok Leung; Liu, Wai Kat; Lo, Yuen Yee; Ma, Chi Yuen

Translating Unknown Words Using Nonparallel, Comparable Texts

COLING-ACL98, Montreal, Canada, Aug.1998, p.414-420
Fung, Pascale; Lo, Yuen Yee

Understanding Chinese Spontaneous Speech? Are Mandarin and Cantonese Very Different?

ISSPIS 99, Guangzhou, China, November, 1999
Fung, Pascale; Lo, Yuen Yee

Using English Phoneme Models for Chinese Speech Recognition

International Symposium on Chinese Spoken language processing, HongKong, Dec.1998, p.80-82
Ma, Chi Yuen; Fung, Pascale
Conference paper 3

Dealing with Multilinguality in a Spoken Language Query Translator

Proceedings ACL/EACL '97 workshop on spoken language translation, Madrid, Spaing, 7-12 July 1997, p. 40-47
Fung, Pascale; Shi, Bertram E.; Wu, Dekai; Lam, Wai Bun; Wong, Shuen Kong

Extracting Japanese Domain and Technical Terms is Relatively Easy

Second International Conference in New Methods for Language Processing, Bilkent, Turkey, Sep.1996, p.148-159
Fung, Pascale; Kan, Min-yen; Horita, Yurie

Finding Terminology Translations from Non-parallel Corpora

5th Annual Workshop on Very Large Corpora, Hong Kong, Aug 1997, 192-202
Fung, Pascale; McKeown, Kathleen
Article 1

A Technical Word and Term Translation Aid using Noisy Parallel Corpora Across Language Groups

The Machine Translation Journal, SpecialIssue on New Tools for Human Translators, v.1996, p.53-87
Fung, Pascale; McKeown, Kathleen
Conference paper 1

Domain Word Translation by Space-Frequency Analysis of Context Length Histograms

ICASSP '96: International Conference on Acoustics, Signal and Speech Processing, Atlanta, Georgia, May 1996, vol.I, p.184-187
Fung, Pascale
Conference paper 3

A Pattern Matching Method for Finding Noun and Proper Noun Translations from Noisy Parallel Corpora

33rd Annual Conference of the Association for Computational Linguistics, Boston, Massachusetts, Jun.1995, p.236-233
Fung, Pascale

Coerced Markov Models for Cross-lingual Lexical-Tag Relations

Sixth International Conference on Theoretical and Methodological Issues in Machine Translation, Leuven, Belgium, Jul.1995, p. 240-255
Fung, Pascale; Wu, Dekai

Compiling Bilingual Lexicon Entries from a Non-Parallel English-Chinese Corpus

Third Annual Workshop on Very Large Corpora, Boston, Massachusetts, Jun.1995, p.173-183
Fung, Pascale
Conference paper 4

Aligning Noisy Parallel Corpora across Language Groups: Word Pair Feature Matching by Dynamic Time Warping

AMTA-94: Association of Machine Translation in the Americas, Columbia, Maryland, Oct.1994, p.81-88
Fung, Pascale; McKeown, Kathleen

Improving Chinese tokenization with linguistic Filters on statistical lexical acquisition

ANLP-94: 4th Conf. on Applied Natural Language Processing, Stuttgart, October 1994, p. 180-181
Wu, Dekai; Fung, Pascale

K-vec: A New Approach for Aligning Parallel Texts

COLING-94: 15th International Conference on Computational Linguistics, Kyoto, Aug.1994, p.1096-1102
Fung, Pascale; Church, Kenneth

Statistical Augmentation of a Chinese Machine-Readable Dictionary

Second Annual Workshop on Very Large Corpora, Kyoto, Aug.1994, p.69-85
Fung, Pascale; Wu, Dekai
Conference paper 3

Aligning Parallel Texts: Do Methods Developed for English-French generalize to Asian Languages?

PACFoCoL-93: Pacific Asia Conference on Formal and Computational Linguistics, Taipei, Aug.1993
Church, Kenneth; Dagan, I.; Gale, W.; Fung, Pascale; Helfman, J.; Satish, B.

The BBN/HARC Spoken Language system

ICASSP '93: International Conference on Acoustics, Signal and Speech Processing, San Francisco, Apr.1993
Bates, M.; Borrow, R.; Fung, Pascale; Ingria, R.; Kubala, F.; Makhoul, J.; Nguyen, Long Hoang; Schwartz, Richard; Stallard, D.

The Estimation of Powerful Language Models from Small and Large Corpora

ICASSP '93: International Conference on Acoustics, Signal and Speech Processing, San Francisco, Apr.1993
Placeway, Paul; Schwartz, Richard; Fung, Pascale; Nguyen, Long Hoang
Conference paper 1

Design and Performance of HARC, the BBN Spoken Language Understanding System

ICSLP '92: Second International Conference on Spoken Language Processing, Banff, Oct.1992
Bates, M.; Borrow, R.; Fung, Pascale; Ingria, R.; Kubala, F.; Makhoul, J.; Nguyen, L.; Schwartz, R.; Stallard, D.
Article 1

Improved Speaker Markov Modeling for Unsupervised Speaker Normalization

Studia Phonologica, XXV, v.1991
Fung, Pascale; Kawahara, Tatsuya; Adda, Martine; Doshita, Shuji
Conference paper 1

Unsupervised Speaker Normalization by Speaker Markov Model Converter for Speaker-Independent Speech Recognition

Eurospeech '91: Second European Conference on Speech Communication and Technology, Genoa, Sep.1991, p.1111-1114
Fung, Pascale; Kawahara, Tatsuya; Doshita, Shuji
2017 12

A First Look into a Convolutional Neural Network for speech emotion detection

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, 2017, p. 5115-5119, Article number 7953131
Bertero, Dario; Fung, Pascale
Conference paper

A Note Based Query by Humming System Using Convolutional Neural Network

A note based query by humming system using convolutional neural network, International Speech Communication Association, 2017, p. 3102-3106
Mostafa, Naziba; Fung, Pascale
Conference paper

Adapting a Virtual Agent to User Personality

Lecture Notes in Electrical Engineering, v. 510, 2019, p. 111-118
Kampman, Onno Pepijn; Siddique, Farhad Bin; Yang, Yang; Fung, Pascale
Conference paper

Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech Communication Association , 2017, p. 3271-3275
Siddique, Farhad Bin; Fung, Pascale
Conference paper

Emojive! Collecting Emotion Data from Speech and Facial Expression using Mobile Game App

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, France : International Speech Communication Association, 2017, p. 827-828
Park, Ji Ho; Lee, Nayeon; Bertero, Dario; Dey, Anik; Fung, Pascale
Conference paper

End-to-End Recurrent Entity Network for Entity-Value Independent Goal-Oriented Dialog Learning


Wu, Chien-sheng; Madotto, Andrea; Winata, Genta Indra; Fung, Pascale
Conference paper

Multimodal Deep Neural Nets for Detecting Humor in TV Sitcoms

2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings, February 2017, article number 7846293, p. 383-390
Bertero, Dario; Fung, Pascale
Conference paper

Nora the empathetic psychologist

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2017, August 2017, p. 3437-3438
Winata, Genta Indra; Kampman, Onno Pepijn; Yang, Yang; Dey, Anik; Fung, Pascale
Conference paper

One-step and Two-step Classification for Abusive Language Detection on Twitter


Park, Ji Ho; Fung, Pascale
Conference paper

Perceived Emotional Intelligence in Virtual Agents

Conference on Human Factors in Computing Systems - Proceedings, v. Part F127655, May 2017, p. 2255-2262
Yang, Yang; Ma, Xiaojuan; Fung, Pascale
Conference paper

Towards a Corpus of Speech Emotion for Interactive Dialog Systems

2016 Conference of The Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, May 2017 , Article number 7919019, p. 241-246
Bertero, Dario; Siddique, Farhad Bin; Fung, Pascale
Conference paper

Zara Returns: Improved Personality Induction and Adaptation by an Empathetic Virtual Agent

ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations 2017, 2017, p. 121-126
Siddique, Farhad Bin; Kampman, Onno Pepijn; Yang, Yang; Dey, Anik; Fung, Pascale
Conference paper
2016 10

A Long Short-Term Memory Framework for Predicting Humor in Dialogues

2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference, 2016, p. 130-135
Bertero, Dario; Fung, Pascale
Conference paper

A Machine Learning based Music Retrieval and Recommendation System

Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016 / Edited by Calzolari N., Choukri K., Mazo H., Moreno A., Declerck T., Goggi S., Grobelnik M., Odijk J., Piperidis S., Maegaard B., Mariani J.. Paris, France : European Language Resources Association (ELRA), 2016, p. 1970-1977
Mostafa, Naziba; Wan, Yan; Amitabh, Unnayan; Fung, Pascale
Conference paper

Deep Learning of Audio and Language Features for Humor Prediction

Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016, Edited by Calzolari N., Choukri K., Mazo H., Moreno A., Declerck T., Goggi S., Grobelnik M., Odijk J., Piperidis S., Maegaard B., Mariani J.. Paris, France : European Language Resources Association (ELRA), 2016, p. 496-501
Bertero, Dario; Fung, Pascale
Conference paper

Predicting Humor Response in Dialogues from TV Sitcoms

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472785, p. 5780-5784
Bertero, Dario; Fung, Pascale
Conference paper

Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2016, p. 1042-1047
Bertero, Dario; Siddique, Farhad Bin; Wu, Chien-sheng; Wan, Yan; Chan, Ho Yin; Fung, Pascale
Conference paper

Towards Empathetic Human-Robot Interactions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9624 LNCS, 2018, p. 173-193
Fung, Pascale; Bertero, Dario; Wan, Yan; Dey, Anik; Chan, Ho Yin; Siddique, Farhad Bin; Yang, Yang; Wu, Chien-sheng; Lin, Ruixi
Conference paper

Towards Empathetic Human-Robot Interactions


Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Conference paper

Zara The Supergirl: An Empathetic Personality Recognition System

Proceedings of NAACL-HLT 2016 (Demonstrations), p. 87-91
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Bertero, Dario; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Conference paper

Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition

Proceedings of COLING 2016: System Demonstrations, December 2016, p. 278-281
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Bertero, Dario; Wan, Yan; Chan, Ho Yin; Wu, Chien Sheng
Conference paper

Zara: An Empathetic Interactive Virtual Agent

Interspeech 2016: Show & Tell Contribution, September 2016, p. 1176-1177
Fung, Pascale; Dey, Anik; Siddique, Farhad Bin; Lin, Ruixi; Yang, Yang; Wan, Yan; Chan, Ho Yin
Conference paper
2015 3

Robots with heart

Scientific American, v. 313, (5), January 2015, p. 60-63
Fung, Pascale
Article

A Comparison between a DNN and a CRF Disfluency Detection and Reconstruction System

16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015): Speech Beyond Speech Towards a Better Understanding of the Most Important Biosignal, International Speech Communication Association (ISCA), 2015, p. 844-848
Bertero, Dario; Wang, Linlin; Chan, Ho Yin; Fung, Pascale
Conference paper

HLTC-HKUST: A Neural Network Paraphrase Classifier using Translation Metrics, Semantic Roles and Lexical Similarity Features

Proceedings of SemEval-2015, The Association for Computational Linguistics, 2015, p. 23-28
Bertero, Dario; Fung, Pascale
Conference paper
2014 7

Discriminatively Trained Sparse Inverse Covariance Matrices for Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 22, (5), May 2014, article number 2312548, p. 873-882
Zhang, Weibin; Fung, Pascale
Article

Efficient Sparse Banded Acoustic Models for Speech Recognition

IEEE Signal Processing Letters, v. 21, (3), March 2014, article number 6675805, p. 280-283
Zhang, Weibin; Fung, Pascale
Article

A Hindi-English Code-Switching Corpus

LREC 2014, Ninth International Conference on Language Resources and Evaluation, Editors: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis. The European Language Resources Association, 2014, p. 2410-2413
Dey, Anik; Fung, Pascale
Conference paper

Acoustic Modeling for Hindi Speech Recognition in Low-Resource Settings

2014 International Conference on Audio, Language and Image Processing, January 2015, article number 7009923, p. 891-894
Dey, Anik; Zhang, Weibin; Fung, Pascale
Conference paper

Code switch language modeling with Functional Head Constraint

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, July 2014, article number 6854536, p. 4913-4917
Li, Ying; Fung, Pascale
Conference paper

Co-Training for Classification of Live or Studio Music Recordings

LREC 2014 Proceedings, Editors: Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis. European Language Resources Association, 2014, p. 3650-3653
Auguin, Nicolas Jean Leopold Pierre; Fung, Pascale
Conference paper

Language Modeling with Functional Head Constraint for Code Switching Speech Recognition

EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2014, p. 907-916
Li, Ying; Fung, Pascale
Conference paper
2013 8

Cross-Lingual Language Modeling for Low-Resource Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 21, (6), 2013, article number 6425426, p. 1134-1144
Xu, Ping; Fung, Pascale
Article

Sparse Inverse Covariance Matrices for Low Resource Speech Recognition

IEEE Transactions on Audio, Speech and Language Processing, v. 21, (3), 2013, article number 6317142, p. 659-668
Zhang, Weibin; Fung, Pascale
Article

Discriminatively Trained Sparse Inverse Covariance Matrices for Low Resource Acoustic Modeling

Interspeech, v. 2013, 2013, p. 2349-2353
Zhang, Weibin; Fung, Pascale
Conference paper

Identification of Live or Studio Versions of a Song Via Supervised Learning

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013, 2013, article number 6694314
Auguin, Nicolas Jean Leopold Pierre; Huang, Shilei; Fung, Pascale
Conference paper

Improved Mixed Language Speech Recognition Using Asymmetric Acoustic Model and Language Model with Code-switch Inversion Constraints

2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, The Institute of Electrical and Electronics Engineers, Inc., 2013, p. 7368-7372
Li, Ying; Fung, Pascale
Conference paper

Language Modeling for Mixed Language Speech Recognition Using Weighted Phrase Extraction

Interspeech, b. 2013, 2013, p. 2598-2602
Li, Ying; Fung, Pascale
Conference paper

Multimodal Music Emotion Classification Using AdaBoost with Decision Stumps

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638298, p. 3447-3451
Su, Dan; Fung, Pascale; Auguin, Nicolas Jean Leopold Pierre
Conference paper

These Words Are Music to My Ears: Recognizing Music Emotion from Lyrics using AdaBoost

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013
Su, Dan; Fung, Pascale
Conference paper
2012 12

Active learning with semi-automatic annotation for extractive speech summarization

ACM transactions on speech and language processing, v. 8, (4), 2012
Zhang, Jian; Fung, Pascale
Article

Automatic Parliamentary Meeting Minute Generation Using Rhetorical Structure Modeling

IEEE Transactions on Audio, Speech, and Language Processing, v. 20, (9), November 2012, p. 2492-2504
Zhang, Jian; Fung, Pascale
Article

A Mandarin-English Code-switching Corpus

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012, 2012, p. 2515-2519
Li, Ying; Fung, Pascale; Yu, Yue
Conference paper

A Multilingual Database of Natural Stress Emotion

Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012, 2012, p. 1174-1178
Zuo, Xin; Li, Tian; Fung, Pascale
Conference paper

Code Switching Language Model with Translation Constraint for Mixed Language Speech Recognition

Proceedings of COLING 2012: Technical Papers / Edited by Martin Kay and Christian Boitet. The COLING 2012 Organizing Committee: Mumbai, 2012, Dec, p. 1671-1680
Li, Ying; Fung, Pascale
Conference paper

Cross-Lingual language modeling with syntactic reordering for low-resource speech recognition

EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference, Jeju Island, South Korea, 12-14 July 2012, 2012, p. 766-776
Xu, Ping; Fung, Pascale
Conference paper

Low Resource Speech Recognition with Automatically Learned Sparse Inverse Covariance Matrices

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Kyoto, Japan, March 25-30 2012, p. 4737-4740
Zhang, Weibin; Fung, Pascale
Conference paper

Personalized music emotion classification via active learning

Proceedings of the 2nd International ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies, Co-located with ACM Multimedia 2012, MIRUM 2012, 2012, p. 57-62
Su, Dan; Fung, Pascale
Conference paper

Phrase-level Transduction Model with Reordering for Spoken to Written Language Transformation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2012, p. 4965-4968
Xu, Ping; Fung, Pascale; Chan, Ho Yin
Conference paper

Sparse banded precision matrices for low resource speech recognition

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, v. 3, 2012, p. 1912-1915
Zhang, Weibin; Fung, Pascale
Conference paper

Using English Acoustic Models for Hindi Automatic Speech Recognition

The 3rd Workshop on South and Southeast Asian Natural Language Processing (WSSANLP), COLING 2012, Mumbai, India, 2012, Dec 08, p. 123-134
Dey, Anik; Li, Ying; Fung, Pascale
Conference paper

Using English Acoustic Models for Hindi Automatic Speech Recognition

WSSANLP-COLING 2012, Mumbai, December, 2012
Dey, Anik; Li, Ying; Fung, Pascale
Conference paper
2011 5

A cross gender and cross lingual study on acoustic features for stress recognition in speech

Proceedings 17th International Congress of Phonetic Sciences (ICPhS XVII), Hong Kong, 17-21 August 2011, p. 2336-2339.
Zuo, Xin; Fung, Pascale
Conference paper

Asymmetric acoustic modeling of mixed language speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2011, p. 5004-5007
Li, Ying; Fung, Pascale; Xu, Ping; Liu, Yi
Conference paper

Automatic minute generation for parliamentary speech using conditional random fields

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2011, p. 5536-5539
Zhang, Jian; Fung, Pascale; Chan, Ho Yin
Conference paper

Mining Parallel Documents Using Low Bandwidth and High Precision CLIR from the Heterogeneous Web

Proceedings of the Fifth International Joint Conference on Natural. Language Processing / Edited by Wang, Haifeng; Yarowsky, David. Asian Federation of Natural Language Proceesing, 2011, p. 420-428
Shi, Yue Simon; Fung, Pascale; Prochasson, Emmanuel; Lo, Chi-kiu; Wu, Dekai
Conference paper

Rare Word Translation Extraction from Aligned Comparable Documents

ACL-HLT 2011, Portland, June, 2011
Prochasson, Emmanuel; Fung, Pascale
Conference paper
2010 9

Extractive speech summarization using shallow rhetorical structure modeling

IEEE Transactions on Audio, Speech and Language Processing, v. 18, (6), 2010, p. 1147-1157
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Article

Building and Mining Parallel Corpora

Building and Mining Parallel Corpora / Springler, 2010
Fung, Pascale; Shi, Yue Simon; Prochasson, Emmanuel
Book chapter

Chinese Machine Translation

The Handbook of Natural Language Processing / Edited by Nitin Indurkhya, Fred J. Damerau. Boca Raton, FL: CRC Press, 2011, p. 425-454
Fung, Pascale
Book chapter

A Very Large Scale Mandarin Chinese Broadcast Collection for the GALE Program

LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, p. J83-J88
Liu, Yi; Fung, Pascale; Yang, Yongsheng; DiPersio, Denise; Glenn, Meghan Lammie; Strassel, Stephanie M.; Cieri, Christopher
Conference paper

A Very Large Scale Mandarin Chinese Broadcast Corpus for GALE Project

LREC 2010, ELDA, Malta, May 2010
Liu, Yi; Fung, Pascale; Yang, Yongsheng; DiPersio, Denise; Glenn, Meghan; Strassel, Stephanie; Cieri, Christopher
Conference paper

Learning deep rhetorical structure for extractive speech summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2010, p. 5302-5305
Zhang, Jian; Fung, Pascale
Conference paper

Rhetorical syntax-driven model for speech summarization

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2, 2010, p. 1299-1307
Zhang, Jian; Fung, Pascale
Conference paper

Trillions of comparable documents

LREC Workshop on Building and Using Comparable Corpora, LREC ELDA, Malta, May 2010
Fung, Pascale; Prochassson, Emmanuel; Shi, Yue Simon
Conference paper

Unsupervised synthesis of multilingual wikipedia articles

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2, 2010, p. 197-205
Chen, Yuncoong; Fung, Pascale
Conference paper
2009 6

BUCC 2009: 2nd Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora: Proceedings of the Workshop, 6 August 2009, Suntec, Singapore


Fung, Pascale; Zweigenbaum, Pierre; Rapp, Reinhard
Book

Active Learning of Extractive Reference Summaries for Lecture Speech Summarization

2nd Workshop on Building and Using Comparable Corpora (BUCC 2009), ACL-IJCNLP 2009, Singapore
Zhang, Jian; Fung, Pascale
Conference paper

Can semantic role labeling improve SMT?

Proceedings of the 13th Annual Conference of the European Association for Machine Translation (EAMT 2009), Barcelona, Spain, 14-15 May 2009, Code 88743, Pages 218-225
Wu, Dekai; Fung, Pascale
Conference paper

Extractive speech summarization by active learning

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2009, 2009, p. 392-397
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Conference paper

Rhetorical structure modeling for lecture speech summarization

APSIPA ASC 2009 - Asia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference, 2009, p. 338-343
Fung, Pascale; Zhang, Jain; Chan, Ho Yin; Huang, Shilei
Conference paper

Semantic Roles for SMT: A Hybrid Two-Pass Model

Proceeding NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics(NAACL HLT 2009), Boulder, Colorado, 2009 June, Pages13-16
Wu, Dekai; Fung, Pascale
Conference paper
2008 4

Multilingual spoken language processing

IEEE Signal Processing Magazine, v. 25, (3), May 2008, p. 89-97
Fung, Pascale; Schultz, Tanja
Article

Rhetorical-state hidden markov models for extractive speech summarization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2008, p. 4957-4960
Fung, Pascale; Chan, Ho Yin; Zhang, Jian
Conference paper

RSHMM++ for extractive lecture speech summarization

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings, 2008, p. 161-164
Zhang, Jian; Huang, Shilei; Fung, Pascale
Conference paper

Using output probability distribution for oov word rejection

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings, 2008, p. 221-224
Huang, Shilei; Xie, Xiang; Fung, Pascale
Conference paper
2007 4

A comparative study on speech summarization of broadcast news and lecture speech

8th Annual Conference of the International Speech Communication Association, Interspeech 2007, Antwerp, Beligium, 27-31 August 2007, p. 2488-2491
Zhang, Jian; Chan, Ho Yin; Fung, Pascale; Cao, Lu
Conference paper

A mandarin lecture speech transcription system for speech summarization

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings, 2007, p. 467-471
Chan, Ho Yin; Zhang, Jian; Fung, Pascale; Cao, Lu
Conference paper

Improving lecture speech summarization using rhetorical information

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings, 2007, p. 195-200
Zhang, Jian; Chan, Ho Yin; Fung, Pascale
Conference paper

Learning Bilingual Semantic Frames: Shallow Semantic Parsing vs. Semantic Role Projection

11th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI 2007), Skövde, Sweden, 7- Sep 2007, p. 75-84
Fung, Pascale; WU, Zhaojun; YANG, Yongsheng; WU, Dekai
Conference paper
2006 6

Aligning word senses using bilingual corpora

ACM Transactions on Asian Language Information Processing, v. 5, (2), 2006, p. 89-120
Carpuat, Marine; Fung, Pascale; Ngai, Grace
Article

One Story One Flow: Hidden Markov Story Models for Multilingual and Multi-document Summarization

ACM Transactions on Speech and Language Processing, v. 3, (2), 2006, July, p. 1-16
Fung, Pascale; Ngai, Grace
Article

Automatic learning of Chinese English semantic structure mapping

2006 IEEE ACL Spoken Language Technology Workshop, SLT 2006, Proceedings, Palm Beach, Aruba, 10-13 December 2006, Category number06EX1646, Code 729872006, 2006, Article number 4123404, p. 230-233
Fung, Pascale; Wu, Zhaojun; Yang, Yongsheng; Wu, Dekai
Conference paper

HKUST/MTS: A very large scale Mandarin telephone speech corpus

Lecture Notes in Computer Science, v. 4274, 2006, p. 724-735
Liu, Yi; Fung, Pascale; Yang, Yongsheng; Cieri, Christopher; Huang, Shudong; Graff, David
Conference paper

Multi-accent Chinese speech recognition

INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP, v. 1, 2006, p. 133-136
Liu, Yi; Fung, Pascale
Conference paper

Robust Word Sense Translation by EM Learning of Frame Semantics

Proceedings of ACL/COLING 2006, Sydney, Australia, July, 2006
Fung, Pascale; Chen, Benfeng
Conference paper
2005 5

Effects and modeling of phonetic and acoustic confusions in accented speech

Journal of the Acoustical Society of America, v. 118, (5), 2005, NOV, p. 3279-3293
Fung, Pascale; Liu, Yi
Article

Translation disambiguation in mixed language queries

Machine Translation, v. 18, (4), 2005, p. 251-273
Cheung, Percy Chi Shun; Fung, Pascale
Article

Acoustic and phonetic confusions in accented speech recognition

9th European Conference on Speech Communication and Technology, 2005, p. 3033-3036
Liu, Yi; Fung, Pascale
Conference paper

EARSCTS: A Chinese Telephony Conversational Corpus for Speech Processing

NCMMSC2005, Technical Acoustics, v. 24, 2005, p. 486-489
Liu, Yi; Fung, Pascale; Cleri, Christopher; Yang, Yongsheng; Huang, Shudong
Conference paper

Inversion transduction grammar constraints for mining parallel sentences from quasi-comparable corpora

2nd International Joint Conference on Natural Language Processing, IJCNLP 2005, Jeju Island, South Korea, 11-13 October 2005, Code 67122. Lecture Notes in Computer Science, v. 3651, 2005, p. 257-268
Wu, Dekai; Fung, Pascale
Conference paper
2004 15

A maximum-entropy Chinese parser augmented by transformation-based learning

ACM Transactions on Asian Language Information Processing, v. 3, (2), 2004, p. 159-168
Fung, Pascale; Ngai, Grace; Yang, Yongsheng; Chen, Benfeng
Article

Pronunciation Modeling for Spontaneous Mandarin Speech Recognition

International Journal of Speech Technology, v. 7, (2-3), 2004, p. 155-172
Liu, Yi; Fung, Pascale
Article

State-dependent phonetic tied mixtures with pronunciation modeling for spontaneous speech recognition

IEEE transactions on speech and audio processing, v. 12, (4), 2004, JUL, p. 351-364
Liu, Yi; Fung, Pascale
Article

Unsupervised Learning of a Chinese Spontaneous and Colloquial Speech Lexicon with Content and Filler Phrase Classification

International Journal of Speech Technology, v. 7, (2-3), 2004, p. 173-188
Cheung, Percy Chi Shun; Fung, Pascale
Article

A Grammar-Based Chinese to English Speech Translation System for Portable Devices

8th International Conference on Spoken Language Processing (INTERSPEECH 2004 - ICSLP). Jeju, Korea, 4-8 Oct 2004
Fung, Pascale; Liu, Yi; Yang, Yongsheng; Shen, Yihai; Wu, Dekai
Conference paper

A system for mandarin short phrase recognition on portable devices

2004 International Symposium on Chinese Spoken Language Processing - Proceedings, 2004, p. 229-232
Xu, Chao; Liu, Yi; Yang, Yongsheng; Fung, Pascale; Cao, Zhigang
Conference paper

A system for Mandarin short phrase recognition on portable devices

ISCSLP 2004, Hong Kong, Dec 2004
Xu, Chao; Liu, Yi; Yang, Yongsheng; Fung, Pascale
Conference paper

Automatic Construction of an English-Chinese Bilingual FrameNet

Human Language Technology Conference 2004, Boston, USA, May
Chen, Benfeng; Fung, Pascale
Conference paper

BiFrameNet: bilingual Frame Semantics Resource Construction by Cross-lingual Induction

The 20th International Conference on Computational Linguistics (COLING 2004), Geneva, Switzerland, Aug 2004
Fung, Pascale; Chen, Benfeng
Conference paper

Development of a Chinese telephony conversational corpus for speech processing

2004 International Symposium on Chinese Spoken Language Processing - Proceedings, 2004, p. 197-200
Liu, Yi; Fung, Pascale; Huang, Shudong; Cieri, Christopher; Zhai, Lu-Feng; Chen, Benfeng
Conference paper

From Parallel Corpora to Non-Parallel Corpora, Methods for Bilingual Sentence Extraction

LREC Workshop on Usage of Parallel Corpora, Lisbon, May 2004
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper

Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and EM

Conference on Empirical Methods in NLP 2004, Barcelona, Span, Jul 2004
Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

Multi-level Bootstrapping for Extracting Parallel Sentences from a Quasi-comparable Corpora

The 20th International Conference on Computational Lingutistics (COLING 2004), Geneva, Switzerland, Aug 2004
Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

Sentence Alignment in Paralllel, Comparable and Quasi-comparable Corpora

LREC Workshop on the amazing utility of parallel corpora, Portugal, May 2004
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper

Using N-best Lists for Named Entity Recognition from Chinese Speech

Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL-2004) Boston, Massachusetts, 2-7 May 2004
Zhai, Lu-Feng; Fung, Pascale; Schwartz, Richard; Carpuat, Marine; Wu, Dekai
Conference paper
2003 5

Modeling partial pronunciation variations for spontaneous Mandarin speech recognition

COMPUTER SPEECH AND LANGUAGE, v. 17, (4), 2003, OCT, p. 357-379
Liu, Yi; Fung, Pascale
Article

Automatic phone set extension with confidence measure for spontaneous speech

EUROSPEECH ‘03, Geneva, September, 2003
Liu, Yi; Fung, Pascale
Conference paper

Flooring the observation probability for robust ASR in impulsive noise

European Conference on Speech Communication and Technology, v. 2003, September 2003, p. 1777-1780
Pei, Ding; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper

Partial change accent models for accented mandarin speech recognition

ASRU'03: 2003 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING ASRU '03, 2003, p. 111-116
Liu, Yi; Fung, Pascale
Conference paper

Triphone Model Reconstruction for Mandarin Variations

Proceedings of IEEE International Conference on Acoustic, Speech and Signal Proceeding, HK, April, v. 1, 2003, p. 760-763
Fung, Pascale; Liu, Yi
Conference paper
2002 9

Mandarin pronunciation modeling based on CASS corpus

Journal of computer science and technology, v. 17, (3), 2002, MAY, p. 249-263
Zheng, Fang; Song, Zhanjiang; Fung, Pascale; Byrne, William
Article

A Maximum-Entropy Approach to HowNet-based Chinese Word-Sense Disambiguation

COLING 2002, Taipei, Taiwan, 31 August
Wong, Ping Wai; Yang, Yongsheng; Fung, Pascale
Conference paper

Creating a Bilingual Ontology: A Corpus-Based Approach for Aligning WordNet and HowNet

Proceedings of the 1st Global WordNet Conference
Carpuat, Marine; Ngai, Grace; Fung, Pascale
Conference paper

Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment

Proceedings of CONLING-02, Taipei, Taiwan, August
Ngai, Grace; Carpuat, Marine; Fung, Pascale
Conference paper

Model Partial Pronunciation Variations for Spontaneous Mandarin Speech Recognition

7th International Conference on Spoken Language Processing, Denver, Colorado, USA, September 16-20, 2002, p. 2457-2460
Liu, Yi; Fung, Pascale
Conference paper

Modeling Partial Pronunciation Variations for Spontaneous Mandarin Speech Recognition

ICSLP 2002, Denver, Colorado, September
Liu, Yi; Fung, Pascale
Conference paper

Nouns in WordNet and HowNet: an Analysis and Comparison of Semantic Relations

Proceedings of the 1st International Conference on Global WordNet Conference
Wong, Ping Wai; Fung, Pascale
Conference paper

Partial Change Phone Models for Pronunciation Variations in Spontaneous Mandarin Speech

Proceedings of International Symposium on Chinese Spoken Language, Taipei, Taiwan
Liu, Yi; Fung, Pascale
Conference paper

Reducing pronunciation lexicon confusion and using more data without phonetic transcription for pronunciation modeling

International Conference on Spoken Language Processing, v. 2002, September 2002, p. 2461-2464
Zhang, F.; Song, Z.; Fung, Pascale; Byrne, W.
Conference paper
2001 4

Automatic Generation of Pronunciation Lexicons for Mandarin Spontaneous Speech

ICASSP 2001, Salt Lake City, May, 2001
Bryne, William; Venkataramani, B.; Kamm, T.; Zheng, T.F.; Song, Zhanjiang; Fung, Pascale; Liu, Yi; Ruhu, U.
Conference paper

CLEF 2001 bilingual task simple dictionary-based query translation

CEUR Workshop Proceedings, v. 1161, September 2001
Carpuat, Marine Jacinthe; Fung, Pascale
Conference paper

Estimating Pronunciation Variations from Acoustic Likelihood Score for HMM Reconstruction

Eurospeech
Liu, Yi; Fung, Pascale
Conference paper

Modeling Pronunciation Variation Using Context-Dependent Weighting and B/S Refined Acoustic Modeling

EuroSpeech, Aalborg, Denmark, 3-7, September, 2001
Zheng, Fang; Song, Zhanjiang; Fung, Pascale; Bryne, William
Conference paper
2000 10

Log-add approximation on-line noise compensation method adopting robust decision rules for robust digits recognition

CHINESE JOURNAL OF ELECTRONICS, v. 9, (3), 2000, JUL, p. 278-283
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Article

A multi-path syllable to word decoder with language model optimization and automatic lexicon augmentation

Proceedings 6th International Conference of Spoken Language Processing (Interspeech 2000), Beijing, China, 16-20 October 2000
Tang, Haijiang; Fung, Pascale
Conference paper

A Novel Technique for Frame Selection for GMM-based text-independent Speaker Recognition

ICSLP 2000, Beijing, China, October, 2000
Tsoi, Pang Kuen; Fung, Pascale
Conference paper

A Phonetically Transcribed Corpus of Mandarin Spontaneous Speech

nternational Conference on Spoken Language Processing, Beijing, China, 16-20, October, 2000
Li, Aijun; Zheng, Fang; Bryne, William; Fung, Pascale
Conference paper

An LLR-based technique of frame selection for GMM-based text-independent speaker identification


Tsoi, Pang Kuen; Fung, Pascale
Conference paper

MLLR-based accent model adaptation without accented data

Sixth International Conference on Spoken Language Processing (ICSLP 2000), Beijing, China, v.3, 16-20 October 2000, p. 738-741
Liu, Wai Kat; Fung, Pascale
Conference paper

Principal mixture speaker adaptation for improved continuous speech recognition

Sixth International Conference on Spoken Language Processing (ICSLP 2000), Beijing, China, v.1,16-20 October 2000, p. 774-777
Ye, Hui; Fung, Pascale; Huang, Taiyi
Conference paper

Residual noise compensation for robust speech recognition in nonstationary noise

ICASSP proceedings, v. 2, 2000, p. 1125-1128
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper

Rule-Based Word Pronunciation Networks Generation for Mandarin Speech Recognition

ISCSLP 2000, Beijing, China, October, 2000
Liu, Yi; Fung, Pascale
Conference paper

SALSA Version 3.0: A Single Recognizer-based Multilingual Speech-based Web Browser

RIAO 2000, Paris, France, April, 2000
Amelie, PLU; Ma, Chi Yuen; Fung, Pascale
Conference paper
1999 10

Fast accent identification and accented speech recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 1, 1999, p. 221-224
Liu, Wai Kat; Fung, Pascale
Article

More efficient and optimal LLR for decoding and verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2, 1999, p. 689-692
Lam, Kwok Leung; Fung, Pascale
Article

Statistical Augmentation of a Chinese Machine-Readable Dictionary

Text, Speech and Language Technology - Natural Language Processing Using Very Large Corpora / Edited by Susan Armstrong, Kenneth Church, Pierre Isabelle, Sandra Manzi, Evelyne TzoukermannKluwer, Dordrecht: Kluwer Academic Publishers, 1999, p. 137-155
Fung, Pascale; Wu, Dekai
Book chapter

A Monolingual Semantic Decoder Based on Word Sense Disambiguation for Mixed Language

EUROSPEECH 99, Budapest, Hungary, September 1999
Liu, Xiaohu; Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

A Monolingual Semantic Decoder based on Word Sense Disambiguation for Mixed Language Query Processing

EUROSPEECH ?9, volume 5, 1999, p.2011-2014
Liu, Xiaohu; Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

Decision Tree-Based Triphones are Robust and Practical for Mandarin Speech Recognition

EUROSPEECH 99, Budapest, Hungary, September 1999
LIU, Yi; Fung, Pascale; Cheung, Percy Chi Shun
Conference paper

keyword / Fillerword Modeling for Spontaneous Spoken Mixed Language Query Processing

NLPRS 99, Beijing, China, November 5-7, 1999
Cheung, Percy Chi Shun; Fung, Pascale
Conference paper

Liftered forward masking procedure for robust digits recognition

European Conf. on Speech Communication and Technology, Budapest, Hungary, September 1999, vol.6, p.2873-2876
Yao, Kaisheng; Shi, Bertram E.; Fung, Pascale; Cao, Zhigang
Conference paper

MAP-based Cross-Language Adaptation Augmented by Linguistic Knowledge: from English to Chinese

EUROSPEECH 99, Budapest, Hungary, September 1999
Fung, Pascale; MA, Chi Yuen; LIU, Wai Kat
Conference paper

Mixed-language Query Disambiguation

ACL 99, Maryland, June 1999
Fung, Pascale; Liu, Xiaohu; Cheung, Percy Chi Shun
Conference paper
1998 9

A Statistical View on Bilingual Lexicon Extraction: From Parallel Corpora to Non-Parallel Corpora

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 1529, 1998, p. 1-17
Fung, Pascale
Article

Extracting Key Terms from Chinese and Japanese texts

International Journal on Computer Processing of Oriental Languages, Special Issue on Information Retrieval on Oriental Languages, v.1998, p.99-121
Fung, Pascale
Article

An IR Approach for Translating New Words from Nonparallel, Comparable Texts

COLING-ACL 1998, 1998, p.414-420
Fung, Pascale; Lo, Yuen Yee
Conference paper

Are Initial/Final Units Acoustically Accurate?

1998 Workshop on Speech Processing, The Chinese University of Hong Kong, Hong Kong, Sep.1998, p.235-240
Fung, Pascale; Lam, Kwok Leung
Conference paper

SALSA version 1.0, A Speech-Based Web Browser

ICSLP 98: Fifth International Conference on Spoken Language Processing, Sydney, Dec.1998, vol.4, p.1615-1619
Fung, Pascale; Cheung, Percy Chi Shun; Lam, Kwok Leung; Lau, Wai Kat; Lo, Yuen Yee
Conference paper

SALSA, A Multilingual Speech-Based Web Browser

The First AEARU Web Technolgy Workshop, Kyoto, Nov.1998, p.16-21
Fung, Pascale; Cheung, Percy Chi Shun; Lam, Kwok Leung; Liu, Wai Kat; Lo, Yuen Yee; Ma, Chi Yuen
Conference paper

Translating Unknown Words Using Nonparallel, Comparable Texts

COLING-ACL98, Montreal, Canada, Aug.1998, p.414-420
Fung, Pascale; Lo, Yuen Yee
Conference paper

Understanding Chinese Spontaneous Speech? Are Mandarin and Cantonese Very Different?

ISSPIS 99, Guangzhou, China, November, 1999
Fung, Pascale; Lo, Yuen Yee
Conference paper

Using English Phoneme Models for Chinese Speech Recognition

International Symposium on Chinese Spoken language processing, HongKong, Dec.1998, p.80-82
Ma, Chi Yuen; Fung, Pascale
Conference paper
1997 3

Dealing with Multilinguality in a Spoken Language Query Translator

Proceedings ACL/EACL '97 workshop on spoken language translation, Madrid, Spaing, 7-12 July 1997, p. 40-47
Fung, Pascale; Shi, Bertram E.; Wu, Dekai; Lam, Wai Bun; Wong, Shuen Kong
Conference paper

Extracting Japanese Domain and Technical Terms is Relatively Easy

Second International Conference in New Methods for Language Processing, Bilkent, Turkey, Sep.1996, p.148-159
Fung, Pascale; Kan, Min-yen; Horita, Yurie
Conference paper

Finding Terminology Translations from Non-parallel Corpora

5th Annual Workshop on Very Large Corpora, Hong Kong, Aug 1997, 192-202
Fung, Pascale; McKeown, Kathleen
Conference paper
1996 2

A Technical Word and Term Translation Aid using Noisy Parallel Corpora Across Language Groups

The Machine Translation Journal, SpecialIssue on New Tools for Human Translators, v.1996, p.53-87
Fung, Pascale; McKeown, Kathleen
Article

Domain Word Translation by Space-Frequency Analysis of Context Length Histograms

ICASSP '96: International Conference on Acoustics, Signal and Speech Processing, Atlanta, Georgia, May 1996, vol.I, p.184-187
Fung, Pascale
Conference paper
1995 3

A Pattern Matching Method for Finding Noun and Proper Noun Translations from Noisy Parallel Corpora

33rd Annual Conference of the Association for Computational Linguistics, Boston, Massachusetts, Jun.1995, p.236-233
Fung, Pascale
Conference paper

Coerced Markov Models for Cross-lingual Lexical-Tag Relations

Sixth International Conference on Theoretical and Methodological Issues in Machine Translation, Leuven, Belgium, Jul.1995, p. 240-255
Fung, Pascale; Wu, Dekai
Conference paper

Compiling Bilingual Lexicon Entries from a Non-Parallel English-Chinese Corpus

Third Annual Workshop on Very Large Corpora, Boston, Massachusetts, Jun.1995, p.173-183
Fung, Pascale
Conference paper
1994 4

Aligning Noisy Parallel Corpora across Language Groups: Word Pair Feature Matching by Dynamic Time Warping

AMTA-94: Association of Machine Translation in the Americas, Columbia, Maryland, Oct.1994, p.81-88
Fung, Pascale; McKeown, Kathleen
Conference paper

Improving Chinese tokenization with linguistic Filters on statistical lexical acquisition

ANLP-94: 4th Conf. on Applied Natural Language Processing, Stuttgart, October 1994, p. 180-181
Wu, Dekai; Fung, Pascale
Conference paper

K-vec: A New Approach for Aligning Parallel Texts

COLING-94: 15th International Conference on Computational Linguistics, Kyoto, Aug.1994, p.1096-1102
Fung, Pascale; Church, Kenneth
Conference paper

Statistical Augmentation of a Chinese Machine-Readable Dictionary

Second Annual Workshop on Very Large Corpora, Kyoto, Aug.1994, p.69-85
Fung, Pascale; Wu, Dekai
Conference paper
1993 3

Aligning Parallel Texts: Do Methods Developed for English-French generalize to Asian Languages?

PACFoCoL-93: Pacific Asia Conference on Formal and Computational Linguistics, Taipei, Aug.1993
Church, Kenneth; Dagan, I.; Gale, W.; Fung, Pascale; Helfman, J.; Satish, B.
Conference paper

The BBN/HARC Spoken Language system

ICASSP '93: International Conference on Acoustics, Signal and Speech Processing, San Francisco, Apr.1993
Bates, M.; Borrow, R.; Fung, Pascale; Ingria, R.; Kubala, F.; Makhoul, J.; Nguyen, Long Hoang; Schwartz, Richard; Stallard, D.
Conference paper

The Estimation of Powerful Language Models from Small and Large Corpora

ICASSP '93: International Conference on Acoustics, Signal and Speech Processing, San Francisco, Apr.1993
Placeway, Paul; Schwartz, Richard; Fung, Pascale; Nguyen, Long Hoang
Conference paper
1992 1

Design and Performance of HARC, the BBN Spoken Language Understanding System

ICSLP '92: Second International Conference on Spoken Language Processing, Banff, Oct.1992
Bates, M.; Borrow, R.; Fung, Pascale; Ingria, R.; Kubala, F.; Makhoul, J.; Nguyen, L.; Schwartz, R.; Stallard, D.
Conference paper
1991 2

Improved Speaker Markov Modeling for Unsupervised Speaker Normalization

Studia Phonologica, XXV, v.1991
Fung, Pascale; Kawahara, Tatsuya; Adda, Martine; Doshita, Shuji
Article

Unsupervised Speaker Normalization by Speaker Markov Model Converter for Speaker-Independent Speech Recognition

Eurospeech '91: Second European Conference on Speech Communication and Technology, Genoa, Sep.1991, p.1111-1114
Fung, Pascale; Kawahara, Tatsuya; Doshita, Shuji
Conference paper

Teaching Assignment


2022-23 Spring 1 2022-23 Winter 0 2022-23 Fall 2 2021-22 Summer 0 2021-22 Spring 2 2021-22 Winter 0

ELEC6910Y Topics in Deep NLP
ELEC6950A Departmental Seminar
ELEC6950B Departmental Seminar
ELEC6950A Departmental Seminar
ELEC6950B Departmental Seminar
No Teaching Assignments
No Teaching Assignments
No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2020 to December 2023 (As of 31 May 2023)

All Supervisions Current RPGs Graduated RPGs

Current RPGs

Doctor of Philosophy
  • BANG, Ye Jin
    Electronic and Computer Engineering

  • BARRAUD, Romain Maurice
    Electronic and Computer Engineering

  • CAHYAWIJAYA, Samuel
    Electronic and Computer Engineering

  • WILIE, Bryan
    Electronic and Computer Engineering

  • KHALATBARI, Leila
    Electronic and Computer Engineering

  • LEE, Nayeon
    Electronic and Computer Engineering

  • DAI, Wenliang
    Electronic and Computer Engineering

  • ISHII, Etsuko
    Electronic and Computer Engineering

  • JI, Ziwei
    Electronic and Computer Engineering

  • YU, Tiezheng
    Electronic and Computer Engineering

  • XU, Yan
    Electronic and Computer Engineering


Master of Philosophy
  • LOVENIA, Holy
    Electronic and Computer Engineering

  • CHUNG, Willy Hoo Choun
    Electronic and Computer Engineering


Graduated RPGs

Doctor of Philosophy
  • LIU, Zihan
    Electronic and Computer Engineering( Completed in 2022 )

  • SU, Dan
    Electronic and Computer Engineering( Completed in 2022 )

  • LIN, Zhaojiang
    Electronic and Computer Engineering( Completed in 2021 )

  • MADOTTO, Andrea
    Electronic and Computer Engineering( Completed in 2021 )

  • WINATA, Genta Indra
    Electronic and Computer Engineering( Completed in 2021 )

  • XU, Peng
    Electronic and Computer Engineering( Completed in 2021 )

  • JEBALBAREZI SARBIJAN, Elham
    Computer Science and Engineering( Completed in 2020 )


Master of Philosophy
  • QI, Zihao
    Electronic and Computer Engineering( Completed in 2022 )

  • CAHYAWIJAYA, Samuel
    Electronic and Computer Engineering( Completed in 2021 )

  • KIM, Hyeon Dey
    Electronic and Computer Engineering( Completed in 2021 )

  • SHIN, Jamin
    Electronic and Computer Engineering( Completed in 2020 )

Projects

From January 2021 to December 2023

All Projects 5 Leading Projects 4 Participating Projects 1

  • Brain-like Dual Process Theory Inspired Cognitive Question Answering
    基于類腦雙系統理論的認知型智能問答研究 Participating
    National Natural Science Foundation of China
    Project Team (HKUST)
    • FUNG Pascale
    2022 -
  • Navigation Portal for Caregivers
    護老照顧導航站 Leading
    The Hong Kong Jockey Club Charities Trust
    Project Team (HKUST)
    • FUNG Pascale (Lead)
    • GIETEL-BASTEN Stuart
    2022 -
  • A Multi-Modal, Multi-Task Smart In-Car Assistant for 5G Connected Cars
    5G車聯網環境下的多模態多任務的智能車載助手 Leading
    Innovation and Technology Fund
    Project Team (HKUST)
    • FUNG Pascale (Lead)
    • CHEN Qifeng
    • MA Xiaojuan
    • SHI Bertram Emil
    2020 - 2022
  • Virtual Therapist Platform for Negative Emotion Detection, Monitoring and Intervention in Elderly People
    探測、監察及改善老年人負面情緒的虛擬治療師軟件系統研發 Leading
    Innovation and Technology Fund
    Project Team (HKUST)
    • FUNG Pascale (Lead)
    • GIETEL-BASTEN Stuart
    • SHI Bertram Emil
    2019 -
  • Speech & language technology research Leading
    Private Donor
    Project Team (HKUST)
    • FUNG Pascale (Lead)