Nancy F. Chen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 179

Top Venues

Publications

Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL (1) (2024)
Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Exploring Self-supervised Logic-enhanced Training for Large Language Models. NAACL-HLT (2024)
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. CoRR (2024)
Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen
Resilience of Large Language Models for Noisy Instructions. CoRR (2024)
Zhengyuan Liu, Stella Xin Yin, Carolyn Lee, Nancy F. Chen
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions. CoRR (2024)
Do Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He
Prompt Optimization via Adversarial In-Context Learning. ACL (1) (2024)
Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. CoRR (2024)
Bin Wang, Geyu Lin, Zhengyuan Liu, Chengwei Wei, Nancy F. Chen
CRAFT: Extracting and Tuning Cultural Instructions from the Wild. CoRR (2024)
Taha Aksu, Nancy F. Chen
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking. LREC/COLING (2024)
Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen
AudioBench: A Universal Benchmark for Audio Large Language Models. CoRR (2024)
Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty
On Context Utilization in Summarization with Large Language Models. ACL (1) (2024)
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
Dataset-Distillation Generative Model for Speech Emotion Recognition. CoRR (2024)
Taha Aksu, Nancy F. Chen
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking. CoRR (2024)
Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen, Min-Yen Kan
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. ACL (1) (2024)
Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. CoRR (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR (2024)
Jeremy H. M. Wong, Nancy F. Chen
Distilling Distributional Uncertainty from a Gaussian Process. ICASSP (2024)
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework. CoRR (2024)
Ratish Puduppully, Raj Dabre, Ai Ti Aw, Nancy F. Chen
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. CoRR (2023)
Zhengyuan Liu, Siti Umairah Md. Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy F. Chen
Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations. EMNLP (Industry Track) (2023)
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. EMNLP (2023)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues. SIGDIAL (2023)
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR (2023)
Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen
Guiding Computational Stance Detection with Expanded Stance Triangle Framework. ACL (1) (2023)
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
Modelling Inter-Rater Uncertainty in Spoken Language Assessment. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. CoRR (2023)
Litton J. Kurisinkel, Nancy F. Chen
LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction. CoRR (2023)
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
Variational Gaussian Process Data Uncertainty. ASRU (2023)
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
Data Science Education: The Signal Processing Perspective [SP Education]. IEEE Signal Process. Mag. 40 (7) (2023)
Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. CoRR (2023)
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. CoRR (2023)
Taha Aksu, Min-Yen Kan, Nancy F. Chen
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation. CoRR (2023)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Unsupervised Summarization Re-ranking. ACL (Findings) (2023)
Nancy F. Chen
Inclusive AI for Language Learning. SLaTE (2023)
Bin Wang, Zhengyuan Liu, Nancy F. Chen
Instructive Dialogue Summarization with Query Aggregations. CoRR (2023)
Zhiqiang Hu, Roy Ka-Wei Lee, Nancy F. Chen
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer. CoRR (2023)
Xuan Long Do, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Qizhe Xie, Junxian He
Prompt Optimization via Adversarial In-Context Learning. CoRR (2023)
Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models. CoRR (2023)
Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, Ai Ti Aw, Nancy F. Chen
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. CoRR (2023)
Zhengyuan Liu, Nancy F. Chen
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. ICASSP (2023)
Minh Nguyen, Nancy F. Chen
Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input. CoRR (2023)
Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen
Distilling knowledge from Gaussian process teacher to neural network student. INTERSPEECH (2023)
Ibrahim Taha Aksu, Min-Yen Kan, Nancy F. Chen
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation. ACL (1) (2023)
Xuan Long Do, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
ChOiRe: Characterizing and Predicting Human Opinions with Chain of Opinion Reasoning. CoRR (2023)
Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. ACL (1) (2023)
Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen
Guiding Computational Stance Detection with Expanded Stance Triangle Framework. CoRR (2023)
Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen
On Position Bias in Summarization with Large Language Models. CoRR (2023)
Zhiqiang Hu, Nancy F. Chen, Roy Ka-Wei Lee
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer. EMNLP (Findings) (2023)
Zhengyuan Liu, Nancy F. Chen
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. CoRR (2023)
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
Multiple output samples for each input in a single-output Gaussian process. CoRR (2023)
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
Noise robust distillation of self-supervised speech models via correlation metrics. CoRR (2023)
Vernon Toh, Ratish Puduppully, Nancy F. Chen
VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency. CoRR (2023)
Litton J. Kurisinkel, Nancy F. Chen
Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards. CoRR (2023)
Yizheng Huang, Nana Hou, Nancy F. Chen
Progressive Continual Learning for Spoken Keyword Spotting. CoRR (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Towards Summary Candidates Fusion. CoRR (2022)
Zhengyuan Liu, Pavitra Krishnaswamy, Nancy F. Chen
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations. CoRR (2022)
Cheryl Sze Yin Wong, Guo Yang, Nancy F. Chen, Savitha Ramasamy
Incremental Context Aware Attentive Knowledge Tracing. ICASSP (2022)
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. INTERSPEECH (2022)
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech. CoRR (2022)
Zhengyuan Liu, Nancy F. Chen
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. INTERSPEECH (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. CoRR (2022)
Zhengyuan Liu, Nancy F. Chen
Entity-based De-noising Modeling for Controllable Dialogue Summarization. SIGDIAL (2022)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Multimodal Dialogue State Tracking. CoRR (2022)
Zhengyuan Liu, Nancy F. Chen
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. CoRR (2022)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries. CoRR (2022)
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
Variations of multi-task learning for spoken language assessment. INTERSPEECH (2022)
Zhengyuan Liu, Nancy F. Chen
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. NAACL-HLT (Findings) (2022)
Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. ACL (Findings) (2022)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. NAACL-HLT (2022)
Zhiqiang Hu, Roy Ka-Wei Lee, Nancy F. Chen
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? CoRR (2022)
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
CoHS-CQG: Context and History Selection for Conversational Question Generation. COLING (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. ACL (1) (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Towards Summary Candidates Fusion. EMNLP (2022)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries. Medical Image Anal. 81 (2022)
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. CoRR (2022)
Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. COLING (2022)
Yuling Gu, Nancy F. Chen
Large-Scale Acoustic Characterization of Singaporean Children's English Pronunciation. CoRR (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Unsupervised Summarization Re-ranking. CoRR (2022)
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
CoHS-CQG: Context and History Selection for Conversational Question Generation. CoRR (2022)
Yizheng Huang, Nana Hou, Nancy F. Chen
Progressive Continual Learning for Spoken Keyword Spotting. ICASSP (2022)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. CoRR (2021)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query. MICCAI (7) (2021)
Richeng Duan, Nancy F. Chen
Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation. CoRR (2021)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. ICLR (2021)
Taha Aksu, Nancy F. Chen, Min-Yen Kan, Zhengyuan Liu
A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. EMNLP (1) (2021)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
: Compositional Counterfactual Constrastive Learning for Video-grounded Dialogues. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Dynamic Sliding Window for Meeting Summarization. CoRR (2021)
Ke Shi, Kye Min Tan, Huayun Zhang, Siti Umairah Md. Salleh, Shikang Ni, Nancy F. Chen
WittyKiddy: Multilingual Spoken Language Learning for Kids. Interspeech (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Coreference-Aware Dialogue Summarization. SIGDIAL (2021)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks. CoRR (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Controllable Neural Dialogue Summarization with Personal Named Entity Planning. CoRR (2021)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
Text2Brain: Synthesis of Brain Activation Maps from Free-form Text Query. CoRR (2021)
Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. SIGDIAL (2021)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Coreference-Aware Dialogue Summarization. CoRR (2021)
Zhengyuan Liu, Nancy F. Chen
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration. CoRR (2021)
Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen
Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence. AAAI (2021)
Huayun Zhang, Ke Shi, Nancy F. Chen
Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil. CoRR (2021)
Litton J. Kurisinkel, Ai Ti Aw, Nancy F. Chen
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. NAACL-HLT (Industry Papers) (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nancy F. Chen