Zhiyu Chen

49 papers A* 10Journal 24Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers.
CoRR
Kaiyu He, Mian Zhang, Peilin Wu, Xinya Du, Zhiyu Chen
2026 A* conf
RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue.
AAAI
Naveen Janaki Raman, Jingwu Tang, Zhiyu Chen, Zheyuan Ryan Shi, Sean Hudson, Ameesh Kapoor, Fei Fang
2025 — conf
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy.
NAACL (Long Papers)
Mian Zhang, Xianjun Yang, Xinlu Zhang, Travis Labrum, Jamie C. Chiu, Shaun M. Eack, Fei Fang, William Yang Wang, Zhiyu Chen
2025 J jnl
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models.
CoRR
Kaiyu He, Zhiyu Chen
2025 J jnl
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models.
Trans. Mach. Learn. Res.
Kaiyu He, Zhiyu Chen
2025 J jnl
GEAR: A General Evaluation Framework for Abductive Reasoning.
CoRR
Kaiyu He, Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Xinya Du, Zhiyu Chen
2025 J jnl
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation.
CoRR
Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Kaiyu He, Xinya Du, Zhiyu Chen
2025 — conf
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction.
ACL (Findings)
Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen
2025 A* conf
LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.
EMNLP
Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du
2025 J jnl
LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.
CoRR
Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du
2025 J jnl
RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue.
CoRR
Naveen Raman, Jingwu Tang, Zhiyu Chen, Zheyuan Ryan Shi, Sean Hudson, Ameesh Kapoor, Fei Fang
2025 A* conf
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty.
EMNLP
Peilin Wu, Mian Zhang, Xinlu Zhang, Xinya Du, Zhiyu Chen
2024 J jnl
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.
Trans. Mach. Learn. Res.
Zhiyu Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda Ruth Petzold, William Yang Wang
2024 — conf
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
ACL (1)
Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024 — conf
Multimodal Procedural Planning via Dual Text-Image Prompting.
EMNLP (Findings)
Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Wang, William Yang Wang
2024 A* conf
PATIENT-ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals.
EMNLP
Ruiyi Wang, Stephanie Milani, Jamie C. Chiu, Jiayin Zhi, Shaun M. Eack, Travis Labrum, Samuel M. Murphy, Nev Jones, Kate Hardy, Hong Shen, Fei Fang, Zhiyu Chen
2023 — conf
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting.
EMNLP (Findings)
Zhiyu Chen, Yujie Lu, William Yang Wang
2023 J jnl
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting.
CoRR
Zhiyu Chen, Yujie Lu, William Yang Wang
2023 A* conf
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling.
ICML
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold
2023 J jnl
Multimodal Procedural Planning via Dual Text-Image Prompting.
CoRR
Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Eric Wang, William Yang Wang
2023 A* conf
Robust NLP for Finance (RobustFin).
KDD
Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
2022 A* conf
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering.
EMNLP
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
2022 J jnl
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering.
CoRR
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
2022 J jnl
Explanations from Large Language Models Make Small Reasoners Better.
CoRR
Shiyang Li, Jianshu Chen, Yelong Shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan
2022 J jnl
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling.
CoRR
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda R. Petzold
2022 A* conf
Inductive Relation Prediction by BERT.
AAAI
Hanwen Zha, Zhiyu Chen, Xifeng Yan
2022 — conf
KETOD: Knowledge-Enriched Task-Oriented Dialogue.
NAACL-HLT (Findings)
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
2022 J jnl
KETOD: Knowledge-Enriched Task-Oriented Dialogue.
CoRR
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
2022 — —
Knowledge-Grounded Natural Language Processing
Zhiyu Chen
2021 — conf
FinQA: A Dataset of Numerical Reasoning over Financial Data.
EMNLP (1)
Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Kenneth Huang, Bryan R. Routledge, William Yang Wang
2021 J jnl
FinQA: A Dataset of Numerical Reasoning over Financial Data.
CoRR
Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Kenneth Huang, Bryan R. Routledge, William Yang Wang
2021 — conf
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing.
EACL (System Demonstrations)
Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang
2021 J jnl
Inductive Relation Prediction by BERT.
CoRR
Hanwen Zha, Zhiyu Chen, Xifeng Yan
2021 — conf
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions.
EMNLP (Findings)
Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu
2020 A* conf
Few-Shot NLG with Pre-Trained Language Model.
ACL
Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang
2020 J jnl
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing.
CoRR
Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang
2020 — conf
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data.
EMNLP (Findings)
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang
2020 J jnl
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data.
CoRR
Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang
2020 — conf
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.
EMNLP (Findings)
Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang
2020 J jnl
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.
CoRR
Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang
2020 A* conf
Logical Natural Language Generation from Open-Domain Tables.
ACL
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
2020 J jnl
Logical Natural Language Generation from Open-Domain Tables.
CoRR
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang
2020 J jnl
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions.
CoRR
Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu
2019 J jnl
Few-shot NLG with Pre-trained Language Model.
CoRR
Zhiyu Chen, Harini Eavani, Yinyin Liu, William Yang Wang
2019 — conf
Global Textual Relation Embedding for Relational Understanding.
ACL (1)
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
2019 J jnl
Global Textual Relation Embedding for Relational Understanding.
CoRR
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su
2019 — conf
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.
NAACL-HLT (1)
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
2019 J jnl
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.
CoRR
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
2017 — conf
IMAP: An iterative method for aligning protein-protein interaction networks.
BIBM
Xuezhi Cao, Zhiyu Chen, Xinyi Zhang, Yong Yu