Jiaao Chen

Jiaao Chen

Founding Member of Technical Staff at Eigen AI. Ph.D. from Georgia Tech.

Palo Alto, California, USA
Eigen AI

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Publications

5,000+
Citations
24
h-index
30
i10-index
Google Scholar Semantic Scholar

(* denotes equal contribution)

Preprints

EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair
Jiaao Chen, Jingyuan Qi, Mingye Gao, Wei-Chen Wang, Hanrui Wang, and Di Jin
arXiv, 2026 pdf
From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents
Jiaxuan Gao, Jiaao Chen, Chuyi He, Wei-Chen Wang, Shusheng Xu, Hanrui Wang, Di Jin, and Yi Wu
arXiv, 2026 pdf
Maslab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
Rui Ye, Keduan Huang, Qimin Wu, Yuzhu Cai, Tian Jin, Xianghe Pang, Xiangrui Liu, Jiaqi Su, Chen Qian, Bohan Tang, et al
arXiv, 2025 pdf
Agentic Workflows for Conversational Human-AI Interaction Design
Arthur Caetano, Kavya Verma, Atieh Taheri, Radha Kumaran, Zichen Chen, Jiaao Chen, Tobias Hollerer, and Misha Sra
arXiv, 2025 pdf
Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk
Zichen Chen, Jiaao Chen, Jianda Chen, and Misha Sra
arXiv, 2025 pdf
Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review
Rui Ye, Xianghe Pang, Jingyi Chai, Jiaao Chen, Zhenfei Yin, Zhen Xiang, Xiaowen Dong, Jing Shao, and Siheng Chen
arXiv, 2024 pdf
Dynamic Skill Adaptation for Large Language Models
Jiaao Chen and Diyi Yang
arXiv, 2024 pdf

2026

WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning
Yuchen Zhuang, Di Jin, Jiaao Chen, Wenqi Shi, Hanrui Wang, and Chao Zhang
EACL, 2026 pdf
Learning Multi-step Reasoning via Persistent Latent State Propagation
Yixiao Li, Jiaao Chen, Xin Tang, Fangzhou Wu, Jiahui Yu, Haotian Qi, Wei Xuan, Hao Zhao, Peng Nie, and Di Jin
Workshop on Latent & Implicit Thinking, 2026

2025

From Tasks to Teams: A Risk-First Evaluation Framework for Multi-Agent LLM Systems in Finance
Zichen Chen, Jianda Chen, Jiaao Chen, and Misha Sra
ICML 2025 Workshop

2024

DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph
Zhehao Zhang, Jiaao Chen, and Diyi Yang
NeurIPS, 2024 pdf
From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media
Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang and Diyi Yang
EMNLP, 2024 pdf
Skills-in-context Prompting: Unlocking Compositionality in Large Language Models
Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu and Jianshu Chen
EMNLP Findings, 2024 pdf
DyVal: Graph-informed Dynamic Evaluation of Large Language Models
Kaijie Zhu*, Jiaao Chen*, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie
ICLR, 2024 pdf
Can Large Language Models Transform Computational Social Science?
Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang and Diyi Yang
Computational Linguistics, 2024 pdf

2023

Unlearn What You Want to Forget: Efficient Unlearning for LLMs
Jiaao Chen and Diyi Yang
EMNLP, 2023 pdf
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise
Jiaao Chen and Diyi Yang
EMNLP, 2023 pdf
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, and Diyi Yang
EMNLP, 2023 pdf
Mitigating Biases in Hate Speech Detection from A Causal Perspective
Zhehao Zhang, Jiaao Chen, and Diyi Yang
EMNLP Findings, 2023 pdf
Where Does Your News Come From? Predicting Information Pathways in Social Media
Alexander K Taylor, Nuan Wen, Po-Nien Kung, Jiaao Chen, Violet Peng, and Wei Wang
SIGIR, 2023 pdf
Controllable Conversation Generation with Conversation Structures via Diffusion Models
Jiaao Chen, and Diyi Yang
ACL Findings, 2023 pdf
Human-in-the-loop Abstractive Dialogue Summarization
Jiaao Chen, Mohan Dodda, and Diyi Yang
ACL Findings, 2023 pdf
Compositional Data Augmentation for Abstractive Conversation Summarization
Siru Ouyang, Jiaao Chen, Jiawei Han, and Diyi Yang
ACL, 2023 pdf
Parameter-Efficient Fine-Tuning Design Spaces
Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, and Diyi Yang
ICLR, 2023 pdf
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Jiaao Chen*, Derek Tam*, Colin Raffel, Mohit Bansal, and Diyi Yang
TACL, 2023 pdf

2022

When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, and Diyi Yang
EMNLP, 2022 pdf
E-VALUE: Understanding Dialect Disparity in NLU
Caleb Ziems*, Jiaao Chen*, Camille Harris, Jessica Anderson, and Diyi Yang
ACL, 2022 pdf
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization
Kexun Zhang, Jiaao Chen, Diyi Yang
ACL, 2022 pdf
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition
Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang
ACL Findings, 2022 pdf

2021

Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization
Jiaao Chen, Diyi Yang
EMNLP, 2021 pdf
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization
Jiaao Chen, Dinghan Shen, Weizhu Chen, and Diyi Yang
ACL, 2021 pdf
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs
Jiaao Chen, Diyi Yang
NAACL, 2021 pdf code
Continual Learning for Text Classification with Information Disentanglement Based Regularization
Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang and Diyi Yang
NAACL, 2021 pdf code

2020

Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests
Jiaao Chen, Diyi Yang
AAAI, 2021 pdf code
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
Jiaao Chen, Diyi Yang
EMNLP, 2020 pdf code
Local Additivity Based Data Augmentation for Semi-supervised NER
Jiaao Chen*, Zhenghui Wang*, Ran Tian, Zichao Yang and Diyi Yang
EMNLP, 2020 pdf code
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau and Diyi Yang
EMNLP Findings, 2020 pdf code
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Jiaao Chen, Zichao Yang, Diyi Yang
ACL, 2020 pdf code
Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses
Jiaao Chen*, Yuwei Wu*, Diyi Yang
AAAI Workshop on Affective Content Analysis, 2020 pdf code

2019

Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi Supervised Neural Nets on Crowdfunding Platforms
Diyi Yang*, Jiaao Chen*, Zichao Yang, Dan Jurafsky, Eduard Hovy
NAACL, 2019 (oral) pdf
Incorporating Structured Commonsense Knowledge in Story Completion
Jiaao Chen, Jianshu Chen, Zhou Yu
AAAI, 2019 pdf