Nancy F. Chen

29 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0872-5877 ↗

Venues

ACL ×12 EMNLP ×7 NAACL ×4 AAAI ×2 InterSpeech ×2 EACL ×1 ICLR ×1

Frequent coauthors

Zhengyuan Liu

×15

Shafiq Joty

×7

Bin Wang

×6

AiTi Aw

×5

Roy Ka-Wei Lee

×5

Geyu Lin

×5

Do Xuan Long

×5

Kenji Kawaguchi

×5

Min-Yen Kan

×5

Bryan Chen Zhengyu Tan

×4

Fangkai Jiao

×4

Weihua Zheng

×3

Papers

AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought
AAAI 2026 ·
Weihua Zheng
,
Xin Huang
,
Zhengyuan Liu
,
Tarun Kumar Vangani
,
Bowei Zou
,
Xiyan Tao
,
Yuhao Wu
,
AiTi Aw
, Nancy F. Chen,
Roy Ka-Wei Lee
BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models
EACL 2026 ·
Bryan Chen Zhengyu Tan
,
Weihua Zheng
,
Zhengyuan Liu
, Nancy F. Chen,
Hwaran Lee
,
Kenny Tsu Wei Choo
,
Roy Ka-Wei Lee
Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
ACL 2026 ·
Bryan Chen Zhengyu Tan
,
Zhengyuan Liu
,
Xiaoyuan Yi
,
Jing Yao
,
Xing Xie
, Nancy F. Chen,
Roy Ka-Wei Lee
MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
ACL 2026 ·
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
Programming over Thinking: Efficient and Robust Multi-Constraint Planning
ACL 2026 ·
Derrick Goh Xin Deik
,
Quanyu Long
,
Zhengyuan Liu
, Nancy F. Chen,
Wenya Wang
AudioBench: A Universal Benchmark for Audio Large Language Models
NAACL 2025 ·
Bin Wang
,
Xunlong Zou
,
Geyu Lin
,
Shuo Sun
,
Zhuohan Liu
,
Wenyu Zhang
,
Zhengyuan Liu
,
AiTi Aw
, Nancy F. Chen
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
EMNLP 2025 ·
Qiongqiong Wang
,
Hardik B. Sailor
,
Tianchi Liu
,
Wenyu Zhang
,
Muhammad Huzaifah
,
Nattadaporn Lertcheva
,
Shuo Sun
, Nancy F. Chen,
Jinyang Wu
,
AiTi Aw
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
ACL 2025 ·
Do Xuan Long
,
Duong Ngoc Yen
,
Do Xuan Trong
,
Anh Tuan Luu
,
Kenji Kawaguchi
,
Shafiq Joty
,
Min-Yen Kan
, Nancy F. Chen
CoinMath: Harnessing the Power of Coding Instruction for Math LLM
ACL 2025 ·
Chengwei Wei
,
Bin Wang
,
Jung-Jae Kim
,
Guimei Liu
, Nancy F. Chen
Distilling a speech and music encoder with task arithmetic
InterSpeech 2025 ·
Fabian Ritter Gutierrez
,
Yi-Cheng Lin
,
Jui-Chiang Wei
,
Jeremy H. M. Wong
,
Eng Siong Chng
, Nancy F. Chen,
Hung-yi Lee
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
NAACL 2025 ·
Do Xuan Long
,
Ngoc-Hai Nguyen
,
Tiviatis Sim
,
Hieu Dao
,
Shafiq Joty
,
Kenji Kawaguchi
, Nancy F. Chen,
Min-Yen Kan
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
AAAI 2025 ·
Kuluhan Binici
,
Abhinav Ramesh Kashyap
,
Viktor Schlegel
,
Andy T. Liu
,
Vijay Prakash Dwivedi
,
Thanh-Tung Nguyen
,
Xiaoxue Gao
, Nancy F. Chen,
Stefan Winkler
MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore
ACL 2025 ·
Yingxu He
,
Zhuohan Liu
,
Geyu Lin
,
Shuo Sun
,
Bin Wang
,
Wenyu Zhang
,
Xunlong Zou
, Nancy F. Chen,
AiTi Aw
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
EMNLP 2025 ·
Bryan Chen Zhengyu Tan
,
Daniel Wai Kit Chin
,
Zhengyuan Liu
, Nancy F. Chen,
Roy Ka-Wei Lee
Preference Optimization for Reasoning with Pseudo Feedback
ICLR 2025 ·
Fangkai Jiao
,
Geyang Guo
,
Xingxing Zhang
, Nancy F. Chen,
Shafiq Joty
,
Furu Wei
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
ACL 2025 ·
Quanyu Long
,
Jianda Chen
,
Zhengyuan Liu
, Nancy F. Chen,
Wenya Wang
,
Sinno Jialin Pan
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
ACL 2025 ·
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
What Makes a Good Natural Language Prompt?
ACL 2025 ·
Do Xuan Long
,
Duy Dinh
,
Ngoc-Hai Nguyen
,
Kenji Kawaguchi
, Nancy F. Chen,
Shafiq Joty
,
Min-Yen Kan
Dataset-Distillation Generative Model for Speech Emotion Recognition
InterSpeech 2024 ·
Fabian Ritter Gutierrez
,
Kuan-Po Huang
,
Jeremy H. M. Wong
,
Dianwen Ng
,
Hung-yi Lee
, Nancy F. Chen,
Eng Siong Chng
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations
ACL 2024 ·
Yisong Miao
,
Hongfu Liu
,
Wenqiang Lei
, Nancy F. Chen,
Min-Yen Kan
Exploring Self-supervised Logic-enhanced Training for Large Language Models
NAACL 2024 ·
Fangkai Jiao
,
Zhiyang Teng
,
Bosheng Ding
,
Zhengyuan Liu
, Nancy F. Chen,
Shafiq Joty
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
EMNLP 2024 ·
Ayrton San Joaquin
,
Bin Wang
,
Zhengyuan Liu
,
Philippe Muller
,
Nicholas Asher
,
Brian Lim
, Nancy F. Chen
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing
EMNLP 2024 ·
Fangkai Jiao
,
Chengwei Qin
,
Zhengyuan Liu
, Nancy F. Chen,
Shafiq Joty
Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models
EMNLP 2024 ·
Do Xuan Long
,
Duong Ngoc Yen
,
Anh Tuan Luu
,
Kenji Kawaguchi
,
Min-Yen Kan
, Nancy F. Chen
On Context Utilization in Summarization with Large Language Models
ACL 2024 ·
Mathieu Ravaut
,
Aixin Sun
, Nancy F. Chen,
Shafiq Joty
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems
EMNLP 2024 ·
Zhengyuan Liu
,
Stella Xin Yin
,
Geyu Lin
, Nancy F. Chen
Prompt Optimization via Adversarial In-Context Learning
ACL 2024 ·
Do Xuan Long
,
Yiran Zhao
,
Hannah Brown
,
Yuxi Xie
,
James Xu Zhao
, Nancy F. Chen,
Kenji Kawaguchi
,
Michael Shieh
,
Junxian He
Resilience of Large Language Models for Noisy Instructions
EMNLP 2024 ·
Bin Wang
,
Chengwei Wei
,
Zhengyuan Liu
,
Geyu Lin
, Nancy F. Chen
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
NAACL 2024 ·
Bin Wang
,
Zhengyuan Liu
,
Xin Huang
,
Fangkai Jiao
,
Yang Ding
,
AiTi Aw
, Nancy F. Chen