Zhiyu Chen

According to our database, Zhiyu Chen authored at least 40 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AMARIS: A Memory-Augmented Rubric Improvement System for Rubric-Based Reinforcement Learning.

Peilin Wu, Xinlu Zhang, Kun Wan, Wentian Zhao, Gang Wu, Xinya Du, Zhiyu Chen

CoRR, May, 2026

Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers.

Kaiyu He, Mian Zhang, Peilin Wu, Xinya Du, Zhiyu Chen

CoRR, January, 2026

RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue.

Naveen Janaki Raman, Jingwu Tang, Zhiyu Chen, Zheyuan Ryan Shi, Sean Hudson, Ameesh Kapoor, Fei Fang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation.

Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Kaiyu He, Xinya Du, Zhiyu Chen

CoRR, October, 2025

GEAR: A General Evaluation Framework for Abductive Reasoning.

Kaiyu He, Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Xinya Du, Zhiyu Chen

CoRR, September, 2025

Complex Logical Instruction Generation.

Mian Zhang, Shujian Liu, Sixun Dong, Ming Yin, Yebowen Hu, Xun Wang, Steven Ma, Song Wang, Sathish Reddy Indurthi, Haoyun Deng, Zhiyu Zoey Chen, Kaiqiang Song

CoRR, August, 2025

LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.

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

CoRR, June, 2025

Do Retrieval-Augmented Language Models Adapt to Varying User Needs?

Peilin Wu, Xinlu Zhang, Wenhao Yu, Xingyu Liu, Xinya Du, Zhiyu Zoey Chen

CoRR, February, 2025

Preference Learning Unlocks LLMs' Psycho-Counseling Skills.

Mian Zhang, Shaun M. Eack, Zhiyu Zoey Chen

CoRR, February, 2025

From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models.

Kaiyu He, Zhiyu Chen

Trans. Mach. Learn. Res., 2025

CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy.

Mian Zhang, Xianjun Yang, Xinlu Zhang, Travis Labrum, Jamie C. Chiu, Shaun M. Eack, Fei Fang, William Yang Wang, Zhiyu Chen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research.

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty.

Peilin Wu, Mian Zhang, Xinlu Zhang, Xinya Du, Zhiyu Chen

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction.

Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning.

Xinlu Zhang, Zhiyu Zoey Chen, Xi Ye, Xianjun Yang, Lichang Chen, William Yang Wang, Linda Ruth Petzold

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law.

Zhiyu Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda Ruth Petzold, William Yang Wang

Trans. Mach. Learn. Res., 2024

IDEA:Enhancing the Rule Learning Ability of Language Agents through Induction, Deduction, and Abduction.

Kaiyu He, Zhiyu Zoey Chen

CoRR, 2024

PATIENT-Ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals.

Ruiyi Wang, Stephanie Milani, Jamie C. Chiu, Shaun M. Eack, Travis Labrum, Samuel M. Murphy, Nev Jones, Kate Hardy, Hong Shen, Fei Fang, Zhiyu Zoey Chen

CoRR, 2024

PATIENT-ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals.

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Multimodal Procedural Planning via Dual Text-Image Prompting.

Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Wang, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.

Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Robust NLP for Finance (RobustFin).

Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling.

Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold

Proceedings of the International Conference on Machine Learning, 2023

Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting.

Zhiyu Chen, Yujie Lu, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Knowledge-Grounded Natural Language Processing

Zhiyu Chen

PhD thesis, 2022

Explanations from Large Language Models Make Small Reasoners Better.

Shiyang Li, Jianshu Chen, Yelong Shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan

CoRR, 2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue.

Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering.

Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Inductive Relation Prediction by BERT.

Hanwen Zha, Zhiyu Chen, Xifeng Yan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions.

Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

FinQA: A Dataset of Numerical Reasoning over Financial Data.

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing.

Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data.

Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.

Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Few-Shot NLG with Pre-Trained Language Model.

Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Logical Natural Language Generation from Open-Domain Tables.

Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Few-shot NLG with Pre-trained Language Model.

Zhiyu Chen, Harini Eavani, Yinyin Liu, William Yang Wang

CoRR, 2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.

Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Global Textual Relation Embedding for Relational Understanding.

Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

IMAP: An iterative method for aligning protein-protein interaction networks.

Xuezhi Cao, Zhiyu Chen, Xinyi Zhang, Yong Yu

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017