Dialect recognition using adapted phonetic models. - Wade Shen; Nancy F. Chen; Douglas A. Reynolds (INTERSPEECH, 2008)

Large-scale analysis of formant frequency estimation variability in conversational telephone speech. - Nancy F. Chen; Wade Shen; Joseph P. Campbell; Reva Schwartz (INTERSPEECH, 2009)

A linguistically-informative approach to dialect recognition using dialect-discriminating context-dependent phonetic models. - Nancy F. Chen; Wade Shen; Joseph P. Campbell (ICASSP, 2010)

Informative dialect recognition using context-dependent pronunciation modeling. - Nancy F. Chen; Wade Shen; Joseph P. Campbell; Pedro A. Torres-Carrasquillo (ICASSP, 2011)

Characterizing Deletion Transformations Across Dialects Using a Sophisticated Tying Mechanism. - Nancy F. Chen; Wade Shen; Joseph P. Campbell (INTERSPEECH, 2011)

Analyzing and Interpreting Automatically Learned Rules Across Dialects. - Nancy F. Chen; Wade Shen; Joseph P. Campbell (INTERSPEECH, 2012)

Minimal-resource phonetic language models to summarize untranscribed speech. - Nancy F. Chen; Bin Ma 001; Haizhou Li 001 (ICASSP, 2013)

Large-scale characterization of Mandarin pronunciation errors made by native speakers of European languages. - Nancy F. Chen; Vivaek Shivakumar; Mahesh Harikumar; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2013)

Strategies for Vietnamese keyword search. - Nancy F. Chen; Sunil Sivadas; Boon Pang Lim; Hoang Gia Ngo; Haihua Xu 001; Van Tung Pham; Bin Ma 001; Haizhou Li 001 (ICASSP, 2014)

Discriminative score normalization for keyword search decision. - Van Tung Pham; Haihua Xu 001; Nancy F. Chen; Sunil Sivadas; Boon Pang Lim; Engsiong Chng; Haizhou Li 001 (ICASSP, 2014)

Subspace Gaussian mixture model for computer-assisted language learning. - Rong Tong; Boon Pang Lim; Nancy F. Chen; Bin Ma 001; Haizhou Li 001 (ICASSP, 2014)

A keyword-boosted sMBR criterion to enhance keyword search performance in deep neural network based acoustic modeling. - I-Fan Chen; Nancy F. Chen; Chin-Hui Lee 001 (INTERSPEECH, 2014)

A whispered Mandarin corpus for speech technology applications. - Pei Xuan Lee; Darren Wee; Hilary Si Yin Toh; Boon Pang Lim; Nancy F. Chen; Bin Ma 001 (INTERSPEECH, 2014)

A minimal-resource transliteration framework for vietnamese. - Hoang Gia Ngo; Nancy F. Chen; Sunil Sivadas; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2014)

A novel keyword+LVCSR-filler based grammar network representation for spoken keyword search. - I-Fan Chen; Chongjia Ni; Boon Pang Lim; Nancy F. Chen; Chin-Hui Lee 001 (ISCSLP, 2014)

Multiple time-span feature fusion for deep neural network modeling. - Chongjia Ni; Nancy F. Chen; Bin Ma 001 (ISCSLP, 2014)

System and keyword dependent fusion for spoken term detection. - Van Tung Pham; Nancy F. Chen; Sunil Sivadas; Haihua Xu 001; I-Fan Chen; Chongjia Ni; Engsiong Chng; Haizhou Li 001 (SLT, 2014)

Characterizing Phonetic Transformations and Acoustic Differences Across English Dialects. - Nancy F. Chen; Sharon W. Tam; Wade Shen; Joseph P. Campbell (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Low-resource keyword search strategies for tamil. - Nancy F. Chen; Chongjia Ni; I-Fan Chen; Sunil Sivadas; Van Tung Pham; Haihua Xu 001; Xiong Xiao; Tze Siong Lau; Su Jun Leow; Boon Pang Lim; Cheung-Chi Leung; Lei Wang 020; et al. (ICASSP, 2015)

A keyword-aware grammar framework for LVCSR-based spoken keyword search. - I-Fan Chen; Chongjia Ni; Boon Pang Lim; Nancy F. Chen; Chin-Hui Lee 001 (ICASSP, 2015)

Unsupervised data selection and word-morph mixed language model for tamil low-resource keyword search. - Chongjia Ni; Cheung-Chi Leung; Lei Wang 020; Nancy F. Chen; Bin Ma 001 (ICASSP, 2015)

Tokenizing fundamental frequency variation for Mandarin tone error detection. - Rong Tong; Nancy F. Chen; Boon Pang Lim; Bin Ma 001; Haizhou Li 001 (ICASSP, 2015)

iCALL corpus: Mandarin Chinese spoken by non-native speakers of European descent. - Nancy F. Chen; Rong Tong; Darren Wee; Pei Xuan Lee; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2015)

Phonology-augmented statistical transliteration for low-resource languages. - Hoang Gia Ngo; Nancy F. Chen; Binh Minh Nguyen; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2015)

Goodness of tone (GOT) for non-native Mandarin tone recognition. - Rong Tong; Nancy F. Chen; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2015)

Corpus-based pronunciation variation rule analysis for singapore English. - Wenda Chen; Nancy F. Chen; Boon Pang Lim; Bin Ma 001 (SLaTE, 2015)

Regulating Orthography-Phonology Relationship for English to Thai Transliteration. - Binh Minh Nguyen; Hoang Gia Ngo; Nancy F. Chen (NEWS@ACM, 2016)

Computer-assisted pronunciation training: From pronunciation scoring towards spoken language learning. - Nancy F. Chen; Haizhou Li 001 (APSIPA, 2016)

Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations. - Wei Li 119; Sabato Marco Siniscalchi; Nancy F. Chen; Chin-Hui Lee 001 (APSIPA, 2016)

Speech recognition of under-resourced languages using mismatched transcriptions. - Van Hai Do; Nancy F. Chen; Boon Pang Lim; Mark Hasegawa-Johnson (IALP, 2016)

Exemplar-inspired strategies for low-resource spoken keyword search in Swahili. - Nancy F. Chen; Van Tung Pham; Haihua Xu 001; Xiong Xiao; Van Hai Do; Chongjia Ni; I-Fan Chen; Sunil Sivadas; Chin-Hui Lee 001; Eng Siong Chng; Bin Ma 001; Haizhou Li 001 (ICASSP, 2016)

Personalized mispronunciation detection and diagnosis based on unsupervised error pattern discovery. - Ann Lee 001; Nancy F. Chen; James R. Glass (ICASSP, 2016)

Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling. - Wei Li 119; Sabato Marco Siniscalchi; Nancy F. Chen; Chin-Hui Lee 001 (ICASSP, 2016)

Cross-lingual deep neural network based submodular unbiased data selection for low-resource keyword search. - Chongjia Ni; Cheung-Chi Leung; Lei Wang 020; Haibo Liu; Feng Rao; Li Lu; Nancy F. Chen; Bin Ma 001; Haizhou Li 001 (ICASSP, 2016)

Keyword search using query expansion for graph-based rescoring of hypothesized detections. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng; Haizhou Li 001 (ICASSP, 2016)

SingaKids-Mandarin: Speech Corpus of Singaporean Children Speaking Mandarin Chinese. - Nancy F. Chen; Rong Tong; Darren Wee; Pei Xuan Lee; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2016)

Analysis of Mismatched Transcriptions Generated by Humans and Machines for Under-Resourced Languages. - Van Hai Do; Nancy F. Chen; Boon Pang Lim; Mark Hasegawa-Johnson (INTERSPEECH, 2016)

Perception of Tone in Whispered Mandarin Sentences: The Case for Singapore Mandarin. - Yuling Gu; Boon Pang Lim; Nancy F. Chen (INTERSPEECH, 2016)

Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees. - Wei Li 119; Kehuang Li; Sabato Marco Siniscalchi; Nancy F. Chen; Chin-Hui Lee 001 (INTERSPEECH, 2016)

Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2016)

Context Aware Mispronunciation Detection for Mandarin Pronunciation Training. - Rong Tong; Nancy F. Chen; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2016)

A many-to-one phone mapping approach for cross-lingual speech recognition. - Van Hai Do; Nancy F. Chen; Boon Pang Lim; Mark Hasegawa-Johnson (RIVF, 2016)

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages. - Wenda Chen; Mark Hasegawa-Johnson; Nancy F. Chen (SLTU, 2016)

Clustering-based Phonetic Projection in Mismatched Crowdsourcing Channels for Low-resourced ASR. - Wenda Chen; Mark Hasegawa-Johnson; Nancy F. Chen; Preethi Jyothi; Lav R. Varshney (WSSANLP@COLING, 2016)

Large-scale characterization of non-native Mandarin Chinese spoken by speakers of European origin: Analysis on iCALL. - Nancy F. Chen; Darren Wee; Rong Tong; Bin Ma 001; Haizhou Li 001 (Speech Commun., 2016)

A Keyword-Aware Language Modeling Approach to Spoken Keyword Search. - I-Fan Chen; Chongjia Ni; Boon Pang Lim; Nancy F. Chen; Chin-Hui Lee 001 (J. Signal Process. Syst., 2016)

Low-resource spoken keyword search strategies in georgian inspired by distinctive feature theory. - Nancy F. Chen; Boon Pang Lim; Van Hai Do; Van Tung Pham; Chongjia Ni; Haihua Xu 001; Mark Hasegawa-Johnson; Wenda Chen; Xiong Xiao; Sunil Sivadas; Eng Siong Chng; Bin Ma 001; et al. (APSIPA, 2017)

Efficient methods to train multilingual bottleneck feature extractors for low resource keyword search. - Chongjia Ni; Cheung-Chi Leung; Lei Wang 020; Nancy F. Chen; Bin Ma 001 (ICASSP, 2017)

Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach. - Wenda Chen; Mark Hasegawa-Johnson; Nancy F. Chen; Boon Pang Lim (INTERSPEECH, 2017)

Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition. - Van Hai Do; Nancy F. Chen; Boon Pang Lim; Mark Hasegawa-Johnson (INTERSPEECH, 2017)

Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models. - Wei Li 119; Nancy F. Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (INTERSPEECH, 2017)

Multi-Task Learning for Mispronunciation Detection on Singapore Children's Mandarin Speech. - Rong Tong; Nancy F. Chen; Bin Ma 001 (INTERSPEECH, 2017)

Pruning Strategies for Partial Search in Spoken Term Detection. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng (SoICT, 2017)

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. - Zhe Wang 019; Kingsley Kuan; Mathieu Ravaut; Gaurav Manek; Sibo Song; Fang Yuan; Kim Seokhwan; Nancy F. Chen; Luis Fernando D'Haro; Anh Tuan Luu; Hongyuan Zhu; Zeng Zeng; et al. (CoRR, 2017)

Introduction to the Special Issue on End-to-End Speech and Language Processing. - Bhuvana Ramabhadran; Nancy F. Chen; Mary P. Harper; Brian Kingsbury; Kate M. Knill (IEEE J. Sel. Top. Signal Process., 2017)

ASR for Under-Resourced Languages From Probabilistic Transcription. - Mark A. Hasegawa-Johnson; Preethi Jyothi; Daniel McCloy; Majid Mirbagheri; Giovanni M. Di Liberto; Amit Das 007; Bradley Ekin; Chunxi Liu; Vimal Manohar; Hao Tang 002; Edmund C. Lalor; Nancy F. Chen; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Report of NEWS 2018 Named Entity Transliteration Shared Task. - Nancy F. Chen; Rafael E. Banchs; Min Zhang 005; Xiangyu Duan; Haizhou Li 001 (NEWS@ACL, 2018)

NEWS 2018 Whitepaper. - Nancy F. Chen; Xiangyu Duan; Min Zhang 005; Rafael E. Banchs; Haizhou Li 001 (NEWS@ACL, 2018)

Statistical Machine Transliteration Baselines for NEWS 2018. - Snigdha Singhania; Minh Nguyen 002; Hoang Gia Ngo; Nancy F. Chen (NEWS@ACL, 2018)

Attention-based Semantic Priming for Slot-filling. - Jiewen Wu; Rafael E. Banchs; Luis Fernando D'Haro; Pavitra Krishnaswamy; Nancy F. Chen (NEWS@ACL, 2018)

Multimodal neural pronunciation modeling for spoken languages with logographic origin. - Minh Nguyen 002; Hoang Gia Ngo; Nancy F. Chen (EMNLP, 2018)

Recognizing Zero-Resourced Languages Based on Mismatched Machine Transcriptions. - Wenda Chen; Mark Hasegawa-Johnson; Nancy F. Chen (ICASSP, 2018)

Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models. - Wei Li 119; Nancy F. Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (ICASSP, 2018)

Topic and Keyword Identification for Low-resourced Speech Using Cross-Language Transfer Learning. - Wenda Chen; Mark Hasegawa-Johnson; Nancy F. Chen (INTERSPEECH, 2018)

Re-ranking spoken term detection with acoustic exemplars of keywords. - Van Tung Pham; Haihua Xu 001; Xiong Xiao; Nancy F. Chen; Eng Siong Chng; Haizhou Li 001 (Speech Commun., 2018)

Multitask Learning for Phone Recognition of Underresourced Languages Using Mismatched Transcription. - Van Hai Do; Nancy F. Chen; Boon Pang Lim; Mark A. Hasegawa-Johnson (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks. - Ju Lin; Wei Li 119; Yingming Gao; Yanlu Xie; Nancy F. Chen; Sabato Marco Siniscalchi; Jinsong Zhang 001; Chin-Hui Lee 001 (J. Signal Process. Syst., 2018)

Acoustic Characterization of Singaporean Children's English: Comparisons to American and British Counterparts. - Yuling Gu; Nancy F. Chen (WNLP@ACL, 2019)

Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters. - Minh Nguyen 002; Gia H. Ngo; Nancy F. Chen (WNLP@ACL, 2019)

Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems. - Hung Le 003; Doyen Sahoo; Nancy F. Chen; Steven C. H. Hoi (ACL (1), 2019)

Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. - Zhengyuan Liu; Nancy F. Chen (ACL (1), 2019)

Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. - Zhengyuan Liu; Angela Ng; Sheldon Lee Shao Guang; Ai Ti Aw; Nancy F. Chen (ASRU, 2019)

Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding. - Jiewen Wu; Luis Fernando D'Haro; Nancy F. Chen; Pavitra Krishnaswamy; Rafael E. Banchs (ASRU, 2019)

Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes. - Litton J. Kurisinkel; Nancy F. Chen (EMNLP/IJCNLP (1), 2019)

Reranking of Responses Using Transfer Learning for a Retrieval-Based Chatbot. - Ibrahim Taha Aksu; Nancy F. Chen; Luis Fernando D'Haro; Rafael E. Banchs (IWSDS, 2019)

Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. - Zhengyuan Liu; Jia Hui Hazel Lim; Nur Farah Ain Binte Sahimi; Shao Chuen Tong; Sharon Ong; Angela Ng; Sheldon Lee Shao Guang; Michael Ross Macdonald; Savitha Ramasamy; Pavitra Krishnaswamy; Wai Leng Chow; Nancy F. Chen (NAACL-HLT (2), 2019)

Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models. - Wei Li 119; Nancy F. Chen; Sabato Marco Siniscalchi; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Phonology-Augmented Statistical Framework for Machine Transliteration Using Limited Linguistic Resources. - Hoang Gia Ngo; Minh Nguyen 002; Nancy F. Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. - Yi Tay; Donovan Ong; Jie Fu 001; Alvin Chan; Nancy F. Chen; Anh Tuan Luu; Chris Pal (ACL, 2020)

Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. - Zhengyuan Liu; Pavitra Krishnaswamy; Ai Ti Aw; Nancy F. Chen (COLING (Industry), 2020)

Multilingual Neural RST Discourse Parsing. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (COLING, 2020)

BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. - Hung Le 003; Doyen Sahoo; Nancy F. Chen; Steven C. H. Hoi (EMNLP (1), 2020)

UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. - Hung Le 003; Doyen Sahoo; Chenghao Liu; Nancy F. Chen; Steven C. H. Hoi (EMNLP (1), 2020)

Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (EMNLP (Findings), 2020)

Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children's Speech. - Richeng Duan; Nancy F. Chen (INTERSPEECH, 2020)

Characterization of Singaporean Children's English: Comparisons to American and British Counterparts Using Archetypal Analysis. - Yuling Gu; Nancy F. Chen (INTERSPEECH, 2020)

Computer-Assisted Language Learning System: Automatic Speech Evaluation for Children Learning Malay and Tamil. - Ke Shi 001; Kye Min Tan; Richeng Duan; Siti Umairah Md. Salleh; Nur Farah Ain Suhaimi; Rajan Vellu; Ngoc Thuy Huong Helen Thai; Nancy F. Chen (INTERSPEECH, 2020)

Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge. - Hung Le 003; Nancy F. Chen (CoRR, 2020)

Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check. - Minh Nguyen 002; Gia H. Ngo; Nancy F. Chen (CoRR, 2020)

An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations. - Ke Shi 001; Zhengyuan Liu; Nancy F. Chen (CoRR, 2020)

Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation. - Hung Le 003; Doyen Sahoo; Nancy F. Chen; Steven C. H. Hoi (Comput. Speech Lang., 2020)

Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin Using Recursive Neural Networks. - Minh Nguyen 002; Gia H. Ngo; Nancy F. Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Explanations in Predictive Analytics: Case Studies. - Jiewen Wu; Minh Nguyen 002; Gia H. Ngo; Nancy F. Chen (Knowledge Graphs for eXplainable Artificial Intelligence, 2020)

Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence. - Wenqiang Lei; Yisong Miao; Runpeng Xie; Bonnie Webber; Meichun Liu; Tat-Seng Chua; Nancy F. Chen (AAAI, 2021)

Analyzing Code Embeddings for Coding Clinical Narratives. - Wei Shi 003; Jiewen Wu; Xiwen Yang; Nancy F. Chen; Ivan Ho Mien; Jung-Jae Kim 001; Pavitra Krishnaswamy (ACL/IJCNLP (Findings), 2021)

Controllable Neural Dialogue Summarization with Personal Named Entity Planning. - Zhengyuan Liu; Nancy F. Chen (EMNLP (1), 2021)

Senone-Aware Adversarial Multi-Task Training for Unsupervised Child to Adult Speech Adaptation. - Richeng Duan; Nancy F. Chen (ICASSP, 2021)

Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. - Hung Le 003; Nancy F. Chen; Steven C. H. Hoi (ICLR, 2021)

WittyKiddy: Multilingual Spoken Language Learning for Kids. - Ke Shi 001; Kye Min Tan; Huayun Zhang; Siti Umairah Md. Salleh; Shikang Ni; Nancy F. Chen (Interspeech, 2021)

Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil. - Huayun Zhang; Ke Shi 001; Nancy F. Chen (Interspeech, 2021)

Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query. - Gia H. Ngo; Minh Nguyen 002; Nancy F. Chen; Mert R. Sabuncu (MICCAI (7), 2021)

Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. - Litton J. Kurisinkel; Ai Ti Aw; Nancy F. Chen (NAACL-HLT (Industry Papers), 2021)

Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. - Taha Aksu; Zhengyuan Liu; Min-Yen Kan; Nancy F. Chen (SIGDIAL, 2021)

Coreference-Aware Dialogue Summarization. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (SIGDIAL, 2021)

A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation. - Taha Aksu; Nancy F. Chen; Min-Yen Kan; Zhengyuan Liu (CoRR, 2021)

VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks. - Hung Le 003; Nancy F. Chen; Steven C. H. Hoi (CoRR, 2021)

C3: Compositional Counterfactual Constrastive Learning for Video-grounded Dialogues. - Hung Le 003; Nancy F. Chen; Steven C. H. Hoi (CoRR, 2021)

Dynamic Sliding Window for Meeting Summarization. - Zhengyuan Liu; Nancy F. Chen (CoRR, 2021)

DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (CoRR, 2021)

Improving Multi-Party Dialogue Discourse Parsing via Domain Integration. - Zhengyuan Liu; Nancy F. Chen (CoRR, 2021)

Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check. - Minh Nguyen 002; Gia H. Ngo; Nancy F. Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. - Ibrahim Taha Aksu; Zhengyuan Liu; Min-Yen Kan; Nancy F. Chen (ACL (Findings), 2022)

SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. - Mathieu Ravaut; Shafiq R. Joty; Nancy F. Chen (ACL (1), 2022)

CoHS-CQG: Context and History Selection for Conversational Question Generation. - Xuan Long Do; Bowei Zou; Liangming Pan; Nancy F. Chen; Shafiq R. Joty; Ai Ti Aw (COLING, 2022)

Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. - Zhengyuan Liu; Shikang Ni; Ai Ti Aw; Nancy F. Chen (COLING, 2022)

Towards Summary Candidates Fusion. - Mathieu Ravaut; Shafiq R. Joty; Nancy F. Chen (EMNLP, 2022)

Progressive Continual Learning for Spoken Keyword Spotting. - Yizheng Huang 001; Nana Hou; Nancy F. Chen (ICASSP, 2022)

Incremental Context Aware Attentive Knowledge Tracing. - Cheryl Sze Yin Wong; Guo Yang; Nancy F. Chen; Savitha Ramasamy (ICASSP, 2022)

EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. - Perry Lam; Huayun Zhang; Nancy F. Chen; Berrak Sisman (INTERSPEECH, 2022)

Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. - Zhengyuan Liu; Nancy F. Chen (INTERSPEECH, 2022)

Variations of multi-task learning for spoken language assessment. - Jeremy Heng Meng Wong; Huayun Zhang; Nancy F. Chen (INTERSPEECH, 2022)

VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. - Hung Le 003; Nancy F. Chen; Steven C. H. Hoi (NAACL-HLT, 2022)

Multimodal Dialogue State Tracking. - Hung Le 003; Nancy F. Chen; Steven C. H. Hoi (NAACL-HLT, 2022)

Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. - Zhengyuan Liu; Nancy F. Chen (NAACL-HLT (Findings), 2022)

Entity-based De-noising Modeling for Controllable Dialogue Summarization. - Zhengyuan Liu; Nancy F. Chen (SIGDIAL, 2022)

Large-Scale Acoustic Characterization of Singaporean Children's English Pronunciation. - Yuling Gu; Nancy F. Chen (CoRR, 2022)

Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations. - Zhengyuan Liu; Pavitra Krishnaswamy; Nancy F. Chen (CoRR, 2022)

Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? - Zhiqiang Hu; Roy Ka-Wei Lee; Nancy F. Chen (CoRR, 2022)

SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech. - Perry Lam; Huayun Zhang; Nancy F. Chen; Berrak Sisman; Dorien Herremans (CoRR, 2022)

A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries. - Gia H. Ngo; Minh Nguyen 002; Nancy F. Chen; Mert R. Sabuncu (Medical Image Anal., 2022)

Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation. - Ibrahim Taha Aksu; Min-Yen Kan; Nancy F. Chen (ACL (1), 2023)

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. - Xuan Long Do; Bowei Zou; Shafiq R. Joty; Anh Tran Tai; Liangming Pan; Nancy F. Chen; Ai Ti Aw (ACL (1), 2023)

Guiding Computational Stance Detection with Expanded Stance Triangle Framework. - Zhengyuan Liu; Yong Keong Yap; Hai Leong Chieu; Nancy F. Chen (ACL (1), 2023)

Unsupervised Summarization Re-ranking. - Mathieu Ravaut; Shafiq R. Joty; Nancy F. Chen (ACL (Findings), 2023)

Variational Gaussian Process Data Uncertainty. - Jeremy Heng Meng Wong; Huayun Zhang; Nancy F. Chen (ASRU, 2023)

Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer. - Zhiqiang Hu; Nancy F. Chen; Roy Ka-Wei Lee (EMNLP (Findings), 2023)

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. - Minzhi Li; Taiwei Shi; Caleb Ziems; Min-Yen Kan; Nancy F. Chen; Zhengyuan Liu; Diyi Yang (EMNLP, 2023)

Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. - Zhengyuan Liu; Hai Leong Chieu; Nancy F. Chen (EMNLP (Findings), 2023)

Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations. - Zhengyuan Liu; Siti Umairah Md. Salleh; Hong Choon Oh; Pavitra Krishnaswamy; Nancy F. Chen (EMNLP (Industry Track), 2023)

Instructive Dialogue Summarization with Query Aggregations. - Bin Wang 040; Zhengyuan Liu; Nancy F. Chen (EMNLP, 2023)

Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. - Zhengyuan Liu; Nancy F. Chen (ICASSP, 2023)

Distilling knowledge from Gaussian process teacher to neural network student. - Jeremy H. M. Wong; Huayun Zhang; Nancy F. Chen (INTERSPEECH, 2023)

C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues. - Hung Le 003; Nancy F. Chen; Steven C. H. Hoi (SIGDIAL, 2023)

Inclusive AI for Language Learning. - Nancy F. Chen (SLaTE, 2023)

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. - Xuan Long Do; Bowei Zou; Shafiq R. Joty; Anh Tai Tran; Liangming Pan; Nancy F. Chen; Ai Ti Aw (CoRR, 2023)

Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. - Ratish Puduppully; Raj Dabre; Ai Ti Aw; Nancy F. Chen (CoRR, 2023)

LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Shafiq R. Joty; Bosheng Ding; Aixin Sun; Zhengyuan Liu; Nancy F. Chen (CoRR, 2023)

Multiple output samples for each input in a single-output Gaussian process. - Jeremy Heng Meng Wong; Huayun Zhang; Nancy F. Chen (CoRR, 2023)

PromptSum: Parameter-Efficient Controllable Abstractive Summarization. - Mathieu Ravaut; Hailin Chen; Ruochen Zhao; Chengwei Qin; Shafiq Joty; Nancy F. Chen (CoRR, 2023)

LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction. - Litton J. Kurisinkel; Nancy F. Chen (CoRR, 2023)

Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards. - Litton J. Kurisinkel; Nancy F. Chen (CoRR, 2023)

On Position Bias in Summarization with Large Language Models. - Mathieu Ravaut; Shafiq Joty; Aixin Sun; Nancy F. Chen (CoRR, 2023)

Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input. - Minh Nguyen 002; Nancy F. Chen (CoRR, 2023)

VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency. - Vernon Toh; Ratish Puduppully; Nancy F. Chen (CoRR, 2023)

ChOiRe: Characterizing and Predicting Human Opinions with Chain of Opinion Reasoning. - Xuan Long Do; Kenji Kawaguchi; Min-Yen Kan; Nancy F. Chen (CoRR, 2023)

Prompt Optimization via Adversarial In-Context Learning. - Xuan Long Do; Yiran Zhao 006; Hannah Brown; Yuxi Xie; James Xu Zhao; Nancy F. Chen; Kenji Kawaguchi; Michael Qizhe Xie; Junxian He (CoRR, 2023)

Modelling Inter-Rater Uncertainty in Spoken Language Assessment. - Jeremy Heng Meng Wong; Huayun Zhang; Nancy F. Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Data Science Education: The Signal Processing Perspective [SP Education]. - Sharon Gannot; Zheng-Hua Tan; Martin Haardt; Nancy F. Chen; Hoi-To Wai; Ivan Tashev; Walter Kellermann; Justin Dauwels (IEEE Signal Process. Mag., 2023)

Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation. - Zhengyuan Liu; Siti Umairah Md. Salleh; Pavitra Krishnaswamy; Nancy F. Chen (ClinicalNLP@NAACL, 2024)

Prompt Optimization via Adversarial In-Context Learning. - Do Xuan Long; Yiran Zhao 006; Hannah Brown; Yuxi Xie; James Xu Zhao; Nancy F. Chen; Kenji Kawaguchi; Michael Shieh; Junxian He (ACL (1), 2024)

Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. - Yisong Miao; Hongfu Liu 002; Wenqiang Lei; Nancy F. Chen; Min-Yen Kan (ACL (1), 2024)

On Context Utilization in Summarization with Large Language Models. - Mathieu Ravaut; Aixin Sun; Nancy F. Chen; Shafiq Joty (ACL (1), 2024)

Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking. - Taha Aksu; Nancy F. Chen (LREC/COLING, 2024)

LOCOST: State-Space Models for Long Document Abstractive Summarization. - Florian Le Bronnec; Song Duong; Mathieu Ravaut; Alexandre Allauzen; Nancy F. Chen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (EACL (1), 2024)

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. - Fangkai Jiao; Chengwei Qin; Zhengyuan Liu; Nancy F. Chen; Shafiq Joty (EMNLP, 2024)

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. - Ayrton San Joaquin; Bin Wang 040; Zhengyuan Liu; Philippe Muller; Nicholas Asher; Brian Lim; Nancy F. Chen (EMNLP (Findings), 2024)

Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. - Zhengyuan Liu; Stella Xin Yin; Geyu Lin; Nancy F. Chen (EMNLP, 2024)

Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models. - Do Xuan Long; Duong Ngoc Yen; Anh Tuan Luu; Kenji Kawaguchi; Min-Yen Kan; Nancy F. Chen (EMNLP, 2024)

Resilience of Large Language Models for Noisy Instructions. - Bin Wang 040; Chengwei Wei; Zhengyuan Liu; Geyu Lin; Nancy F. Chen (EMNLP (Findings), 2024)

Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning. - Xiaodan Chen; Alexandre Pitti; Mathias Quoy; Nancy F. Chen (ICANN (7), 2024)

Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics. - Fabian Ritter Gutierrez; Kuan-Po Huang; Dianwen Ng; Jeremy H. M. Wong; Hung-Yi Lee; Eng Siong Chng; Nancy F. Chen (ICASSP Workshops, 2024)

Distilling Distributional Uncertainty from a Gaussian Process. - Jeremy H. M. Wong; Nancy F. Chen (ICASSP, 2024)

Dataset-Distillation Generative Model for Speech Emotion Recognition. - Fabian Ritter Gutierrez; Kuan-Po Huang; Jeremy H. M. Wong; Dianwen Ng; Hung-yi Lee; Nancy F. Chen; Eng Siong Chng (INTERSPEECH, 2024)

Exploring Self-supervised Logic-enhanced Training for Large Language Models. - Fangkai Jiao; Zhiyang Teng; Bosheng Ding; Zhengyuan Liu; Nancy F. Chen; Shafiq Joty (NAACL-HLT, 2024)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. - Bin Wang 040; Zhengyuan Liu; Xin Huang; Fangkai Jiao; Yang Ding; AiTi Aw; Nancy F. Chen (NAACL-HLT, 2024)

Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation. - Zhengyuan Liu; Stella Xin Yin; Nancy F. Chen (SIGDIAL, 2024)

Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models. - Xiaoxue Gao; Nancy F. Chen (SLT, 2024)

Semi-Supervised Learning for Robust Speech Evaluation. - Huayun Zhang; Jeremy H. M. Wong; Geyu Lin; Nancy F. Chen (SLT, 2024)

SNIPER Training: Single-Shot Sparse Training for Text-to-Speech. - Perry Lam; Huayun Zhang; Nancy F. Chen; Berrak Sisman; Dorien Herremans (TENCON, 2024)

Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions. - Zhengyuan Liu; Stella Xin Yin; Carolyn Lee; Nancy F. Chen (CoRR, 2024)

CRAFT: Extracting and Tuning Cultural Instructions from the Wild. - Bin Wang 040; Geyu Lin; Zhengyuan Liu; Chengwei Wei; Nancy F. Chen (CoRR, 2024)

Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (CoRR, 2024)

MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models. - Yingxu He; Zhuohan Liu; Shuo Sun; Bin Wang 040; Wenyu Zhang; Xunlong Zou; Nancy F. Chen; Ai Ti Aw (CoRR, 2024)

MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond. - Muhammad Huzaifah 001; Geyu Lin; Tianchi Liu 004; Hardik B. Sailor; Kye Min Tan; Tarun Kumar Vangani; Qiongqiong Wang; Jeremy H. M. Wong; Nancy F. Chen; Ai Ti Aw (CoRR, 2024)

CoinMath: Harnessing the Power of Coding Instruction for Math LLMs. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Guimei Liu; Nancy F. Chen (CoRR, 2024)

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. - Kuluhan Binici; Abhinav Ramesh Kashyap; Viktor Schlegel; Andy T. Liu; Vijay Prakash Dwivedi; Thanh-Tung Nguyen; Xiaoxue Gao; Nancy F. Chen; Stefan Winkler 001 (AAAI, 2025)

Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. - Quanyu Long; Jianda Chen; Zhengyuan Liu; Nancy F. Chen; Wenya Wang 001; Sinno Jialin Pan (ACL (Findings), 2025)

What Makes a Good Natural Language Prompt? - Do Xuan Long; Duy Dinh; Ngoc-Hai Nguyen; Kenji Kawaguchi; Nancy F. Chen; Shafiq Joty; Min-Yen Kan (ACL (1), 2025)

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines. - Do Xuan Long; Duong Ngoc Yen; Do Xuan Trong; Anh Tuan Luu; Kenji Kawaguchi; Shafiq Joty; Min-Yen Kan; Nancy F. Chen (ACL (Findings), 2025)

CoinMath: Harnessing the Power of Coding Instruction for Math LLM. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Guimei Liu; Nancy F. Chen (ACL (Findings), 2025)

Aligning Large Language Models with Human Opinions through Persona Selection and Value-Belief-Norm Reasoning. - Xuan Long Do; Kenji Kawaguchi; Min-Yen Kan; Nancy F. Chen (COLING, 2025)

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation. - Minzhi Li; Zhengyuan Liu; Shumin Deng; Shafiq Joty; Nancy F. Chen; Min-Yen Kan (COLING, 2025)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. - Geyu Lin; Bin Wang 040; Zhengyuan Liu; Nancy F. Chen (COLING Workshops, 2025)

Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization. - Xiaoxue Gao; Chen Zhang 020; Yiming Chen 010; Huayun Zhang; Nancy F. Chen (ICASSP, 2025)

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. - Wenyu Zhang; Shuo Sun; Bin Wang 040; Xunlong Zou; Zhuohan Liu; Yingxu He; Geyu Lin; Nancy F. Chen; Ai Ti Aw (ICASSP, 2025)

Preference Optimization for Reasoning with Pseudo Feedback. - Fangkai Jiao; Geyang Guo; Xingxing Zhang; Nancy F. Chen; Shafiq Joty; Furu Wei (ICLR, 2025)

Scaling Up Collaborative Dialogue Analysis: An AI-driven Approach to Understanding Dialogue Patterns in Computational Thinking Education. - Stella Xin Yin; Zhengyuan Liu; Dion Hoe-Lian Goh; Choon Lang Quek; Nancy F. Chen (LAK, 2025)

LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs. - Do Xuan Long; Ngoc-Hai Nguyen; Tiviatis Sim; Hieu Dao; Shafiq Joty; Kenji Kawaguchi; Nancy F. Chen; Min-Yen Kan (NAACL (Long Papers), 2025)

AudioBench: A Universal Benchmark for Audio Large Language Models. - Bin Wang 040; Xunlong Zou; Geyu Lin; Shuo Sun; Zhuohan Liu; Wenyu Zhang; Zhengyuan Liu; AiTi Aw; Nancy F. Chen (NAACL (Long Papers), 2025)

Transformer-based document-level discourse processing: Exploiting prior language knowledge and hierarchical parsing. - Zhengyuan Liu; Ke Shi 001; Nancy F. Chen (Comput. Speech Lang., 2025)

PRESENT: Zero-Shot Text-to-Prosody Control. - Perry Lam; Huayun Zhang; Nancy F. Chen; Berrak Sisman; Dorien Herremans (IEEE Signal Process. Lett., 2025)

Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models. - Bin Wang 040; Xunlong Zou; Shuo Sun; Wenyu Zhang; Yingxu He; Zhuohan Liu; Chengwei Wei; Nancy F. Chen; AiTi Aw (CoRR, 2025)

Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation. - Galann Pennec; Zhengyuan Liu; Nicholas Asher; Philippe Muller; Nancy F. Chen (CoRR, 2025)

Distilling a speech and music encoder with task arithmetic. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jui-Chiang Wei; Jeremy H. M. Wong; Eng Siong Chng; Nancy F. Chen; Hung-yi Lee (CoRR, 2025)

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Nancy F. Chen (CoRR, 2025)

SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning. - Zhengyuan Liu; Geyu Lin; Hui Li Tan; Huayun Zhang; Yanfeng Lu; Xiaoxue Gao; Stella Xin Yin; He Sun; Hock Huan Goh; Lung-Hsiang Wong; Nancy F. Chen (CoRR, 2025)

Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions. - Xiaoxue Gao; Huayun Zhang; Nancy F. Chen (CoRR, 2025)

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. - Wenyu Zhang; Yingxu He; Geyu Lin; Zhuohan Liu; Shuo Sun; Bin Wang 040; Xunlong Zou; Jeremy H. M. Wong; Qiongqiong Wang; Hardik B. Sailor; Nancy F. Chen; Ai Ti Aw (CoRR, 2025)

COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content. - Zhengyuan Liu; Stella Xin Yin; Dion Hoe-Lian Goh; Nancy F. Chen (CoRR, 2025)

A correlation-permutation approach for speech-music encoders model merging. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jeremy H. M. Wong; Hung-yi Lee; Eng Siong Chng; Nancy F. Chen (CoRR, 2025)

Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling. - Xiaodan Chen; Xiaoxue Gao; Mathias Quoy; Alexandre Pitti; Nancy F. Chen (CoRR, 2025)

ASTAR-NTU solution to AudioMOS Challenge 2025 Track1. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jui-Chiang Wei; Jeremy H. M. Wong; Nancy F. Chen; Hung-yi Lee (CoRR, 2025)

Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. - Qiongqiong Wang; Hardik B. Sailor; Jeremy H. M. Wong; Tianchi Liu 004; Shuo Sun; Wenyu Zhang; Muhammad Huzaifah 001; Nancy F. Chen; Ai Ti Aw (CoRR, 2025)