| 2026 | AAAI | AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought. | Weihua Zheng, Xin Huang, Zhengyuan Liu, Tarun Kumar Vangani, Bowei Zou, Xiyan Tao, Yuhao Wu, AiTi Aw, Nancy F. Chen, Roy Ka-Wei Lee |
| 2026 | ACL | Programming over Thinking: Efficient and Robust Multi-Constraint Planning. | Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang |
| 2026 | ACL | Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment. | Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee |
| 2026 | ACL | MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation. | Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiyao Liu, Koji Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, Jaehyung Seo, Nadya Yuki Wangsajaya, Pham Minh Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, Tuan Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen |
| 2026 | AIED | Leveraging LLMs for Dynamic Engagement Pattern Recognition in Collaborative Learning. | Stella Xin Yin, Zhengyuan Liu, Dion Hoe-Lian Goh, Nancy F. Chen |
| 2026 | EACL | BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models. | Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu, Nancy F. Chen, Hwaran Lee, Kenny Tsu Wei Choo, Roy Ka-Wei Lee |
| 2026 | SIGdial | Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts. | Zhengyuan Liu, Stella Xin Yin, Min-Yen Kan, Nancy F. Chen |
| 2026 | SIGdial | SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series. | Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen |
| 2025 | AAAI | 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 |
| 2025 | ACL | MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore. | Yingxu He, Zhuohan Liu, Geyu Lin, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, AiTi Aw |
| 2025 | ACL | 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 |
| 2025 | ACL | Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. | Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan |
| 2025 | ACL | 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 |
| 2025 | ACL | 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 |
| 2025 | ACL | CoinMath: Harnessing the Power of Coding Instruction for Math LLM. | Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen |
| 2025 | ASRU | 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 |
| 2025 | ASRU | 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 |
| 2025 | ASRU | 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 |
| 2025 | ASRU | Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. | Qiongqiong Wang, Hardik Bhupendra Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw |
| 2025 | ASRU | MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora. | Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw |
| 2025 | ASRU | Obtaining objective labels and analysing annotator subjectivity by using a Rasch model for ordinal speech processing. | Jeremy H. M. Wong, Nancy F. Chen |
| 2025 | ASRU | Speech in-context learning of paralinguistic tasks. | Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw |
| 2025 | ASRU | Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model. | Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw |
| 2025 | COLING | 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 |
| 2025 | COLING | 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 |
| 2025 | COLING | CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. | Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen |
| 2025 | EMNLP | Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD. | Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee |
| 2025 | EMNLP | Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data. | Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw |
| 2025 | ICASSP | Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization. | Xiaoxue Gao, Chen Zhang, Yiming Chen, Huayun Zhang, Nancy F. Chen |
| 2025 | ICASSP | MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. | Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw |
| 2025 | ICLR | Preference Optimization for Reasoning with Pseudo Feedback. | Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei |
| 2025 | ICMI | Benchmarking Visual Generative Models through Cultural Lens: A Case Study with Singapore-Centric Multi-Cultural Context. | Ali Kksal, Loke Mei Hwan, Hui Li Tan, Nancy F. Chen |
| 2025 | ICMI | MultiGen: Child-Friendly Multilingual Speech Generator with LLMs. | Xiaoxue Gao, Huayun Zhang, Nancy F. Chen |
| 2025 | ICMI | CCMI 2025: Cross-Cultural Multimodal Interaction. | Koji Inoue, Shogo Okada, Divesh Lala, Sahba Zojaji, Nancy F. Chen, Tatsuya Kawahara |
| 2025 | ICMI | Contextualized Visual Storytelling for Conversational Chatbot in Education. | Hui Li Tan, Ying Gu, Liyuan Li, Mei Chee Leong, Nancy F. Chen |
| 2025 | IJCNLP | Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation. | Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen |
| 2025 | IJCNLP | Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. | Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik Bhupendra Sailor, Nancy F. Chen, AiTi Aw |
| 2025 | Interspeech | 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 |
| 2025 | LAK | 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 |
| 2025 | NAACL | 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 |
| 2025 | NAACL | AudioBench: A Universal Benchmark for Audio Large Language Models. | Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen |
| 2024 | ACL | Prompt Optimization via Adversarial In-Context Learning. | Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He |
| 2024 | ACL | Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. | Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen, Min-Yen Kan |
| 2024 | ACL | On Context Utilization in Summarization with Large Language Models. | Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty |
| 2024 | COLING | Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking. | Taha Aksu, Nancy F. Chen |
| 2024 | EACL | 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 |
| 2024 | EMNLP | Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. | Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty |
| 2024 | EMNLP | In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. | Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen |
| 2024 | EMNLP | Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. | Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen |
| 2024 | EMNLP | 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 |
| 2024 | EMNLP | Resilience of Large Language Models for Noisy Instructions. | Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen |
| 2024 | ICANN | Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning. | Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen |
| 2024 | ICASSP | 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 |
| 2024 | ICASSP | Distilling Distributional Uncertainty from a Gaussian Process. | Jeremy H. M. Wong, Nancy F. Chen |
| 2024 | Interspeech | 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 |
| 2024 | NAACL | Exploring Self-supervised Logic-enhanced Training for Large Language Models. | Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty |
| 2024 | NAACL | SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. | Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy F. Chen |
| 2024 | Tencon | SNIPER Training: Single-Shot Sparse Training for Text-to-Speech. | Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans |
| 2024 | SIGdial | Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation. | Zhengyuan Liu, Stella Xin Yin, Nancy F. Chen |
| 2023 | ACL | Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation. | Ibrahim Taha Aksu, Min-Yen Kan, Nancy F. Chen |
| 2023 | ACL | 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 |
| 2023 | ACL | Guiding Computational Stance Detection with Expanded Stance Triangle Framework. | Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen |
| 2023 | ACL | Unsupervised Summarization Re-ranking. | Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen |
| 2023 | ASRU | Variational Gaussian Process Data Uncertainty. | Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen |
| 2023 | EMNLP | Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer. | Zhiqiang Hu, Nancy F. Chen, Roy Ka-Wei Lee |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. | Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | Instructive Dialogue Summarization with Query Aggregations. | Bin Wang, Zhengyuan Liu, Nancy F. Chen |
| 2023 | ICASSP | Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. | Zhengyuan Liu, Nancy F. Chen |
| 2023 | Interspeech | Distilling knowledge from Gaussian process teacher to neural network student. | Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen |
| 2023 | SIGdial | C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues. | Hung Le, Nancy F. Chen, Steven C. H. Hoi |
| 2022 | ACL | N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. | Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen |
| 2022 | ACL | SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. | Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen |
| 2022 | COLING | 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 |
| 2022 | COLING | Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. | Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen |
| 2022 | EMNLP | Towards Summary Candidates Fusion. | Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen |
| 2022 | ICASSP | Progressive Continual Learning for Spoken Keyword Spotting. | Yizheng Huang, Nana Hou, Nancy F. Chen |
| 2022 | ICASSP | Incremental Context Aware Attentive Knowledge Tracing. | Cheryl Sze Yin Wong, Guo Yang, Nancy F. Chen, Savitha Ramasamy |
| 2022 | Interspeech | EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. | Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman |
| 2022 | Interspeech | Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. | Zhengyuan Liu, Nancy F. Chen |
| 2022 | Interspeech | Variations of multi-task learning for spoken language assessment. | Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen |
| 2022 | NAACL | VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. | Hung Le, Nancy F. Chen, Steven C. H. Hoi |
| 2022 | NAACL | Multimodal Dialogue State Tracking. | Hung Le, Nancy F. Chen, Steven C. H. Hoi |
| 2022 | NAACL | Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. | Zhengyuan Liu, Nancy F. Chen |
| 2022 | SIGdial | Entity-based De-noising Modeling for Controllable Dialogue Summarization. | Zhengyuan Liu, Nancy F. Chen |
| 2021 | AAAI | 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 |
| 2021 | ACL | Analyzing Code Embeddings for Coding Clinical Narratives. | Wei Shi, Jiewen Wu, Xiwen Yang, Nancy F. Chen, Ivan Ho Mien, Jung-Jae Kim, Pavitra Krishnaswamy |
| 2021 | EMNLP | Controllable Neural Dialogue Summarization with Personal Named Entity Planning. | Zhengyuan Liu, Nancy F. Chen |
| 2021 | ICASSP | Senone-Aware Adversarial Multi-Task Training for Unsupervised Child to Adult Speech Adaptation. | Richeng Duan, Nancy F. Chen |
| 2021 | ICLR | Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. | Hung Le, Nancy F. Chen, Steven C. H. Hoi |
| 2021 | Interspeech | WittyKiddy: Multilingual Spoken Language Learning for Kids. | Ke Shi, Kye Min Tan, Huayun Zhang, Siti Umairah Md. Salleh, Shikang Ni, Nancy F. Chen |
| 2021 | Interspeech | Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil. | Huayun Zhang, Ke Shi, Nancy F. Chen |
| 2021 | MICCAI | Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query. | Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu |
| 2021 | NAACL | Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. | Litton J. Kurisinkel, Ai Ti Aw, Nancy F. Chen |
| 2021 | SIGdial | Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. | Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen |
| 2021 | SIGdial | Coreference-Aware Dialogue Summarization. | Zhengyuan Liu, Ke Shi, Nancy F. Chen |
| 2020 | ACL | Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. | Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy F. Chen, Anh Tuan Luu, Chris Pal |
| 2020 | COLING | Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. | Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen |
| 2020 | COLING | Multilingual Neural RST Discourse Parsing. | Zhengyuan Liu, Ke Shi, Nancy F. Chen |
| 2020 | EMNLP | BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. | Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi |
| 2020 | EMNLP | UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. | Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi |
| 2020 | EMNLP | Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. | Zhengyuan Liu, Ke Shi, Nancy F. Chen |
| 2020 | Interspeech | Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children's Speech. | Richeng Duan, Nancy F. Chen |
| 2020 | Interspeech | Characterization of Singaporean Children's English: Comparisons to American and British Counterparts Using Archetypal Analysis. | Yuling Gu, Nancy F. Chen |
| 2020 | Interspeech | Computer-Assisted Language Learning System: Automatic Speech Evaluation for Children Learning Malay and Tamil. | Ke Shi, Kye Min Tan, Richeng Duan, Siti Umairah Md. Salleh, Nur Farah Ain Suhaimi, Rajan Vellu, Ngoc Thuy Huong Helen Thai, Nancy F. Chen |
| 2019 | ACL | Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems. | Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi |
| 2019 | ACL | Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. | Zhengyuan Liu, Nancy F. Chen |
| 2019 | ASRU | Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. | Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen |
| 2019 | ASRU | 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 |
| 2019 | EMNLP | Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes. | Litton J. Kurisinkel, Nancy F. Chen |
| 2019 | NAACL | 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 |
| 2018 | EMNLP | Multimodal neural pronunciation modeling for spoken languages with logographic origin. | Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen |
| 2018 | ICASSP | Recognizing Zero-Resourced Languages Based on Mismatched Machine Transcriptions. | Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen |
| 2018 | ICASSP | Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models. | Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee |
| 2018 | Interspeech | Topic and Keyword Identification for Low-resourced Speech Using Cross-Language Transfer Learning. | Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen |
| 2017 | ICASSP | Efficient methods to train multilingual bottleneck feature extractors for low resource keyword search. | Chongjia Ni, Cheung-Chi Leung, Lei Wang, Nancy F. Chen, Bin Ma |
| 2017 | Interspeech | 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 |
| 2017 | Interspeech | Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition. | Van Hai Do, Nancy F. Chen, Boon Pang Lim, Mark Hasegawa-Johnson |
| 2017 | Interspeech | Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models. | Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee |
| 2017 | Interspeech | Multi-Task Learning for Mispronunciation Detection on Singapore Children's Mandarin Speech. | Rong Tong, Nancy F. Chen, Bin Ma |
| 2016 | ICASSP | Exemplar-inspired strategies for low-resource spoken keyword search in Swahili. | Nancy F. Chen, Van Tung Pham, Haihua Xu, Xiong Xiao, Van Hai Do, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Chin-Hui Lee, Eng Siong Chng, Bin Ma, Haizhou Li |
| 2016 | ICASSP | Personalized mispronunciation detection and diagnosis based on unsupervised error pattern discovery. | Ann Lee, Nancy F. Chen, James R. Glass |
| 2016 | ICASSP | Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling. | Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee |
| 2016 | ICASSP | Cross-lingual deep neural network based submodular unbiased data selection for low-resource keyword search. | Chongjia Ni, Cheung-Chi Leung, Lei Wang, Haibo Liu, Feng Rao, Li Lu, Nancy F. Chen, Bin Ma, Haizhou Li |
| 2016 | ICASSP | Keyword search using query expansion for graph-based rescoring of hypothesized detections. | Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li |
| 2016 | Interspeech | SingaKids-Mandarin: Speech Corpus of Singaporean Children Speaking Mandarin Chinese. | Nancy F. Chen, Rong Tong, Darren Wee, Pei Xuan Lee, Bin Ma, Haizhou Li |
| 2016 | Interspeech | 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 |
| 2016 | Interspeech | Perception of Tone in Whispered Mandarin Sentences: The Case for Singapore Mandarin. | Yuling Gu, Boon Pang Lim, Nancy F. Chen |
| 2016 | Interspeech | Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees. | Wei Li, Kehuang Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee |
| 2016 | Interspeech | Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples. | Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li |
| 2016 | Interspeech | Context Aware Mispronunciation Detection for Mandarin Pronunciation Training. | Rong Tong, Nancy F. Chen, Bin Ma, Haizhou Li |
| 2015 | ICASSP | Low-resource keyword search strategies for tamil. | Nancy F. Chen, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Van Tung Pham, Haihua Xu, Xiong Xiao, Tze Siong Lau, Su Jun Leow, Boon Pang Lim, Cheung-Chi Leung, Lei Wang, Chin-Hui Lee, Alvina Goh, Engsiong Chng, Bin Ma, Haizhou Li |
| 2015 | ICASSP | 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 |
| 2015 | ICASSP | Unsupervised data selection and word-morph mixed language model for tamil low-resource keyword search. | Chongjia Ni, Cheung-Chi Leung, Lei Wang, Nancy F. Chen, Bin Ma |
| 2015 | ICASSP | Tokenizing fundamental frequency variation for Mandarin tone error detection. | Rong Tong, Nancy F. Chen, Boon Pang Lim, Bin Ma, Haizhou Li |
| 2015 | Interspeech | iCALL corpus: Mandarin Chinese spoken by non-native speakers of European descent. | Nancy F. Chen, Rong Tong, Darren Wee, Pei Xuan Lee, Bin Ma, Haizhou Li |
| 2015 | Interspeech | Phonology-augmented statistical transliteration for low-resource languages. | Hoang Gia Ngo, Nancy F. Chen, Binh Minh Nguyen, Bin Ma, Haizhou Li |
| 2015 | Interspeech | Goodness of tone (GOT) for non-native Mandarin tone recognition. | Rong Tong, Nancy F. Chen, Bin Ma, Haizhou Li |
| 2014 | ICASSP | Strategies for Vietnamese keyword search. | Nancy F. Chen, Sunil Sivadas, Boon Pang Lim, Hoang Gia Ngo, Haihua Xu, Van Tung Pham, Bin Ma, Haizhou Li |
| 2014 | ICASSP | Discriminative score normalization for keyword search decision. | Van Tung Pham, Haihua Xu, Nancy F. Chen, Sunil Sivadas, Boon Pang Lim, Engsiong Chng, Haizhou Li |
| 2014 | ICASSP | Subspace Gaussian mixture model for computer-assisted language learning. | Rong Tong, Boon Pang Lim, Nancy F. Chen, Bin Ma, Haizhou Li |
| 2014 | Interspeech | 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 |
| 2014 | Interspeech | 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 |
| 2014 | Interspeech | A minimal-resource transliteration framework for vietnamese. | Hoang Gia Ngo, Nancy F. Chen, Sunil Sivadas, Bin Ma, Haizhou Li |
| 2013 | ICASSP | Minimal-resource phonetic language models to summarize untranscribed speech. | Nancy F. Chen, Bin Ma, Haizhou Li |
| 2013 | Interspeech | Large-scale characterization of Mandarin pronunciation errors made by native speakers of European languages. | Nancy F. Chen, Vivaek Shivakumar, Mahesh Harikumar, Bin Ma, Haizhou Li |
| 2012 | Interspeech | Analyzing and Interpreting Automatically Learned Rules Across Dialects. | Nancy F. Chen, Wade Shen, Joseph P. Campbell |
| 2011 | ICASSP | Informative dialect recognition using context-dependent pronunciation modeling. | Nancy F. Chen, Wade Shen, Joseph P. Campbell, Pedro A. Torres-Carrasquillo |
| 2011 | Interspeech | Characterizing Deletion Transformations Across Dialects Using a Sophisticated Tying Mechanism. | Nancy F. Chen, Wade Shen, Joseph P. Campbell |
| 2010 | ICASSP | A linguistically-informative approach to dialect recognition using dialect-discriminating context-dependent phonetic models. | Nancy F. Chen, Wade Shen, Joseph P. Campbell |
| 2009 | Interspeech | Large-scale analysis of formant frequency estimation variability in conversational telephone speech. | Nancy F. Chen, Wade Shen, Joseph P. Campbell, Reva Schwartz |
| 2008 | Interspeech | Dialect recognition using adapted phonetic models. | Wade Shen, Nancy F. Chen, Douglas A. Reynolds |