Glyce: Glyph-vectors for Chinese Character Representations. - Yuxian Meng; Wei Wu 044; Fei Wang 060; Xiaoya Li 001; Ping Nie; Fan Yin; Muyu Li; Qinghong Han; Xiaofei Sun 001; Jiwei Li 001 (NeurIPS, 2019)

Coreference Resolution as Query-based Span Prediction. - Wei Wu 044; Fei Wang 060; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2019)

CorefQA: Coreference Resolution as Query-based Span Prediction. - Wei Wu 044; Fei Wang 060; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (ACL, 2020)

Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering. - Kexuan Sun 002; Fei Wang 060; Muhao Chen 001; Jay Pujara (CIKM, 2021)

Table-based Fact Verification With Salience-aware Learning. - Fei Wang 060; Kexuan Sun 002; Jay Pujara; Pedro A. Szekely; Muhao Chen 001 (EMNLP (Findings), 2021)

Retrieving Complex Tables with Multi-Granular Graph Representation Learning. - Fei Wang 060; Kexuan Sun 002; Muhao Chen 001; Jay Pujara; Pedro A. Szekely (SIGIR, 2021)

Salience Allocation as Guidance for Abstractive Summarization. - Fei Wang 060; Kaiqiang Song; Hongming Zhang 009; Lifeng Jin; Sangwoo Cho; Wenlin Yao; Xiaoyang Wang; Muhao Chen 001; Dong Yu 001 (EMNLP, 2022)

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. - Nan Xu; Fei Wang 060; Bangzheng Li; Mingtao Dong; Muhao Chen 001 (EMNLP, 2022)

Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. - Fei Wang 060; Zhewei Xu; Pedro A. Szekely; Muhao Chen 001 (NAACL-HLT, 2022)

Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. - Tanay Dixit; Fei Wang 060; Muhao Chen 001 (ACL (2), 2023)

Robust Natural Language Understanding with Residual Attention Debiasing. - Fei Wang 060; James Y. Huang; Tianyi Yan; Wenxuan Zhou; Muhao Chen 001 (ACL (Findings), 2023)

How Fragile is Relation Extraction under Entity Replacements? - Yiwei Wang 001; Bryan Hooi; Fei Wang 060; Yujun Cai; Yuxuan Liang; Wenxuan Zhou; Jing Tang 004; Manjuan Duan; Muhao Chen 001 (CoNLL, 2023)

A Causal View of Entity Bias in (Large) Language Models. - Fei Wang 060; Wenjie Mo 001; Yiwei Wang 001; Wenxuan Zhou; Muhao Chen 001 (EMNLP (Findings), 2023)

Dense Retrieval as Indirect Supervision for Large-space Decision Making. - Nan Xu; Fei Wang 060; Mingtao Dong; Muhao Chen 001 (EMNLP (Findings), 2023)

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. - Fei Wang 060; Kuan-Hao Huang; Kai-Wei Chang; Muhao Chen 001 (IJCNLP (2), 2023)

Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? - Bangzheng Li; Ben Zhou; Fei Wang 060; Xingyu Fu; Dan Roth 001; Muhao Chen 001 (CoRR, 2023)

Contrastive Instruction Tuning. - Tianyi Yan; Fei Wang 060; James Y. Huang; Wenxuan Zhou; Fan Yin; Aram Galstyan; Wenpeng Yin 001; Muhao Chen 001 (ACL (Findings), 2024)

Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. - Qin Liu 010; Wenjie Mo 001; Terry Tong; Jiashu Xu; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (Allerton, 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Zhang 004; Vipul Gupta; et al. (EMNLP, 2024)

Monotonic Paraphrasing Improves Generalization of Language Model Prompting. - Qin Liu 010; Fei Wang 060; Nan Xu; Tianyi Yan; Tao Meng; Muhao Chen 001 (EMNLP (Findings), 2024)

Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models. - Fei Wang 060; Ninareh Mehrabi; Palash Goyal; Rahul Gupta 001; Kai-Wei Chang; Aram Galstyan (EMNLP, 2024)

mDPO: Conditional Preference Optimization for Multimodal Large Language Models. - Fei Wang 060; Wenxuan Zhou; James Y. Huang; Nan Xu; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (EMNLP, 2024)

Rethinking Tabular Data Understanding with Large Language Models. - Tianyang Liu 003; Fei Wang 060; Muhao Chen 001 (NAACL-HLT, 2024)

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? - Bangzheng Li; Ben Zhou; Fei Wang 060; Xingyu Fu; Dan Roth 001; Muhao Chen 001 (NAACL-HLT, 2024)

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. - Qin Liu 010; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

Instructional Fingerprinting of Large Language Models. - Jiashu Xu; Fei Wang 060; Mingyu Derek Ma; Pang Wei Koh; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. - Jiashu Xu; Mingyu Derek Ma; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. - Nan Xu; Fei Wang 060; Ben Zhou; Bangzheng Li; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT (Findings), 2024)

Privacy-Preserving Language Model Inference with Instance Obfuscation. - Yixiang Yao; Fei Wang 060; Srivatsan Ravi; Muhao Chen 001 (CoRR, 2024)

From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification. - Fei Wang 060; Chao Shang; Sarthak Jain; Shuai Wang; Qiang Ning; Bonan Min; Vittorio Castelli; Yassine Benajiba; Dan Roth 001 (CoRR, 2024)

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. - Juan Manuel Zambrano Chaves; Shih-Cheng Huang; Yanbo Xu; Hanwen Xu; Naoto Usuyama; Sheng Zhang 012; Fei Wang 060; Yujia Xie; Mahmoud Khademi; Ziyi Yang; Hany Hassan Awadalla; Julia Gong; et al. (CoRR, 2024)

FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation. - Bangzheng Li; Ben Zhou; Xingyu Fu; Fei Wang 060; Dan Roth 001; Muhao Chen 001 (CoRR, 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Ranran Zhang; Vipul Gupta; et al. (CoRR, 2024)

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models. - Tinghui Zhu; Qin Liu 010; Fei Wang 060; Zhengzhong Tu; Muhao Chen 001 (CoRR, 2024)

SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment. - Qin Liu 010; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (ACL (1), 2025)

Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. - Yingzi Ma; Jiongxiao Wang; Fei Wang 060; Siyuan Ma; Jiazhao Li; Jinsheng Pan; Xiujun Li; Furong Huang; Lichao Sun 001; Bo Li 026; Yejin Choi 001; Muhao Chen 001; et al. (ICLR, 2025)

BadJudge: Backdoor Vulnerabilities of LLM-As-A-Judge. - Terry Tong; Fei Wang 060; Zhe Zhao; Muhao Chen 001 (ICLR, 2025)

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. - Fei Wang 060; Xingyu Fu; James Y. Huang; Zekun Li 007; Qin Liu 010; Xiaogeng Liu; Mingyu Derek Ma; Nan Xu; Wenxuan Zhou; Kai Zhang 008; Tianyi Lorena Yan; Wenjie Jacky Mo; et al. (ICLR, 2025)

Aligning to Constraints for Data-Efficient Language Model Customization. - Fei Wang 060; Chao Shang; Shuai Wang; Sarthak Jain; Qiang Ning; Bonan Min; Vittorio Castelli; Yassine Benajiba; Dan Roth 001 (NAACL (Findings), 2025)

From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. - Nan Xu; Fei Wang 060; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (NAACL (Long Papers), 2025)

Offset Unlearning for Large Language Models. - James Y. Huang; Wenxuan Zhou; Fei Wang 060; Fred Morstatter; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (Trans. Mach. Learn. Res., 2025)

Unraveling Indirect In-Context Learning Using Influence Functions. - Hadi Askari; Shivanshu Gupta; Terry Tong; Fei Wang 060; Anshuman Chhabra; Muhao Chen 001 (CoRR, 2025)

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap. - Qin Liu 010; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (CoRR, 2025)

Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection. - Bangzheng Li; Fei Wang 060; Wenxuan Zhou; Nan Xu; Ben Zhou; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (CoRR, 2025)

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts. - Qin Liu 010; Wenxuan Zhou; Nan Xu; James Y. Huang; Fei Wang 060; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (CoRR, 2025)

LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions. - Hadi Askari; Shivanshu Gupta; Fei Wang 060; Anshuman Chhabra; Muhao Chen 001 (CoRR, 2025)