What Are You Trying to Do? Semantic Typing of Event Processes. - Muhao Chen 001; Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (CoNLL, 2020)

Joint Constrained Learning for Event-Event Relation Extraction. - Haoyu Wang 005; Muhao Chen 001; Hongming Zhang 009; Dan Roth 001 (EMNLP (1), 2020)

Analogous Process Structure Induction for Sub-event Sequence Prediction. - Hongming Zhang 009; Muhao Chen 001; Haoyu Wang 005; Yangqiu Song; Dan Roth 001 (EMNLP (1), 2020)

Unsupervised Label-aware Event Trigger and Argument Classification. - Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (CoRR, 2020)

Zero-shot Label-Aware Event Trigger and Argument Classification. - Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (ACL/IJCNLP (Findings), 2021)

Learning Constraints and Descriptive Segmentation for Subevent Detection. - Haoyu Wang 005; Hongming Zhang 009; Muhao Chen 001; Dan Roth 001 (EMNLP (1), 2021)

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. - Haoyang Wen; Ying Lin; Tuan Manh Lai; Xiaoman Pan; Sha Li; Xudong Lin 003; Ben Zhou; Manling Li; Haoyu Wang 005; Hongming Zhang 009; Xiaodong Yu 003; Alexander Dong; et al. (NAACL-HLT (Demonstrations), 2021)

Capturing the Content of a Document through Complex Event Identification. - Zheng Qi; Elior Sulem; Haoyu Wang 005; Xiaodong Yu 003; Dan Roth 001 (*SEM@NAACL-HLT, 2022)

Are All Steps Equally Important? Benchmarking Essentiality Detection of Events. - Hongming Zhang 009; Yueguan Wang; Yuqian Deng; Haoyu Wang 005; Muhao Chen 001; Dan Roth 001 (CoRR, 2022)

Generic Temporal Reasoning with Differential Analysis and Explanation. - Yu Feng 013; Ben Zhou; Haoyu Wang 005; Helen Jin; Dan Roth 001 (ACL (1), 2023)

Zero-Shot On-the-Fly Event Schema Induction. - Rotem Dror; Haoyu Wang 005; Dan Roth 001 (EACL (Findings), 2023)

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. - Haoyu Wang 005; Hongming Zhang 009; Yuqian Deng; Jacob R. Gardner; Dan Roth 001; Muhao Chen 001 (EACL, 2023)

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. - Haoyu Wang 005; Hongming Zhang 009; Yueguan Wang; Yuqian Deng; Muhao Chen 001; Dan Roth 001 (EMNLP, 2023)

Event Semantic Classification in Context. - Haoyu Wang 005; Hongming Zhang 009; Kaiqiang Song; Dong Yu 001; Dan Roth 001 (EACL (Findings), 2024)

BLINK: Multimodal Large Language Models Can See but Not Perceive. - Xingyu Fu; Yushi Hu; Bangzheng Li; Yu Feng 013; Haoyu Wang 005; Xudong Lin 003; Dan Roth 001; Noah A. Smith; Wei-Chiu Ma; Ranjay Krishna (ECCV (23), 2024)

Event Causality Identification with Synthetic Control. - Haoyu Wang 005; Fengze Liu; Jiayao Zhang 001; Dan Roth 001; Kyle Richardson 001 (EMNLP, 2024)

Devil's Advocate: Anticipatory Reflection for LLM Agents. - Haoyu Wang 005; Tao Li 039; Zhiwei Deng; Dan Roth 001; Yang Li 150 (EMNLP (Findings), 2024)

AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents. - Fengze Liu; Haoyu Wang 005; Joonhyuk Cho; Dan Roth 001; Andrew W. Lo (CoRR, 2025)