Hainiu Xu

24 papers Journal 14Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States.
ACL (Findings)
Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He
2025 J jnl
EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States.
CoRR
Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He
2025 J jnl
EvolvTrip: Enhancing Literary Character Understanding with Temporal Theory-of-Mind Graphs.
CoRR
Bohao Yang, Hainiu Xu, Jinhua Du, Ze Li, Yulan He, Chenghua Lin
2025 — conf
Modeling Subjectivity in Cognitive Appraisal with Language Models.
EMNLP (Findings)
Yuxiang Zhou, Hainiu Xu, Desmond C. Ong, Maria Liakata, Petr Slovák, Yulan He
2025 J jnl
Modeling Subjectivity in Cognitive Appraisal with Language Models.
CoRR
Yuxiang Zhou, Hainiu Xu, Desmond C. Ong, Petr Slovák, Yulan He
2025 J jnl
SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding.
CoRR
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Bin Liang, Lin Gui, Yulan He
2025 J jnl
When Thinking Backfires: Mechanistic Insights Into Reasoning-Induced Misalignment.
CoRR
Hanqi Yan, Hainiu Xu, Siya Qi, Shu Yang, Yulan He
2024 — conf
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring.
EMNLP (Findings)
Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
2024 J jnl
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring.
CoRR
Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
2024 — conf
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.
ACL (Findings)
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
2024 J jnl
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.
CoRR
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
2024 — conf
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts.
EACL (1)
Li Zhang, Hainiu Xu, Abhinav Kommula, Chris Callison-Burch, Niket Tandon
2024 — conf
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models.
ACL (1)
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
2024 J jnl
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models.
CoRR
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
2024 — conf
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors.
ACL (1)
Liam Dugan, Alyssa Hwang, Filip Trhlík, Andrew Zhu, Josh Magnus Ludan, Hainiu Xu, Daphne Ippolito, Chris Callison-Burch
2024 J jnl
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors.
CoRR
Liam Dugan, Alyssa Hwang, Filip Trhlík, Josh Magnus Ludan, Andrew Zhu, Hainiu Xu, Daphne Ippolito, Chris Callison-Burch
2024 — conf
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond.
ACL (Findings)
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
2024 J jnl
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond.
CoRR
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
2023 — conf
Causal Reasoning of Entities and Events in Procedural Texts.
EACL (Findings)
Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You, Manni Arora, Chris Callison-Burch
2023 J jnl
Causal Reasoning of Entities and Events in Procedural Texts.
CoRR
Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You, Manni Arora, Chris Callison-Burch
2023 J jnl
Exploring the Curious Case of Code Prompts.
CoRR
Li Zhang, Liam Dugan, Hainiu Xu, Chris Callison-Burch
2023 J jnl
Human-in-the-Loop Schema Induction.
CoRR
Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Liyang Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch
2023 — conf
Human-in-the-loop Schema Induction.
ACL (demo)
Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Leon Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch
2023 J jnl
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts.
CoRR
Li Zhang, Hainiu Xu, Abhinav Kommula, Niket Tandon, Chris Callison-Burch