| 2026 | ACL | From Tasks to Teams: A Risk-First Evaluation Framework for Multi-Agent LLM Systems in Finance. | Zichen Chen, Jianda Chen, Jiaao Chen, Misha Sra |
| 2026 | EACL | WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning. | Yuchen Zhuang, Di Jin, Jiaao Chen, Wenqi Shi, Hanrui Wang, Chao Zhang |
| 2024 | EMNLP | Skills-in-Context: Unlocking Compositionality in Large Language Models. | Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen |
| 2024 | EMNLP | Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach. | Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang |
| 2024 | ICLR | DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks. | Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie |
| 2024 | VTC | AoI-Aware Resource Allocation for C-V2X Networks via Multi-Agent Reinforcement Learning with Attention. | Jiaao Chen, Qiang Wang, Yiming Liu |
| 2024 | VTC | Federated Multi-Agent Deep Reinforcement Learning Approach for Resource Allocation in Platoon-Based NR-V2X. | Yiming Liu, Qiang Wang, Jiaao Chen, Wenqi Zhang, Chen Sun |
| 2023 | ACL | Human-in-the-loop Abstractive Dialogue Summarization. | Jiaao Chen, Mohan Dodda, Diyi Yang |
| 2023 | ACL | Controllable Conversation Generation with Conversation Structures via Diffusion Models. | Jiaao Chen, Diyi Yang |
| 2023 | ACL | Compositional Data Augmentation for Abstractive Conversation Summarization. | Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang |
| 2023 | EMNLP | Unlearn What You Want to Forget: Efficient Unlearning for LLMs. | Jiaao Chen, Diyi Yang |
| 2023 | EMNLP | A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. | Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang |
| 2023 | EMNLP | Is ChatGPT a General-Purpose Natural Language Processing Task Solver? | Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang |
| 2023 | EMNLP | Mitigating Biases in Hate Speech Detection from A Causal Perspective. | Zhehao Zhang, Jiaao Chen, Diyi Yang |
| 2023 | ICLR | Parameter-Efficient Fine-Tuning Design Spaces. | Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang |
| 2023 | SIGIR | Where Does Your News Come From? Predicting Information Pathways in Social Media. | Alexander K. Taylor, Nuan Wen, Po-Nien Kung, Jiaao Chen, Violet Peng, Wei Wang |
| 2022 | ACL | Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. | Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang |
| 2022 | ACL | Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization. | Kexun Zhang, Jiaao Chen, Diyi Yang |
| 2022 | ACL | VALUE: Understanding Dialect Disparity in NLU. | Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang |
| 2022 | EMNLP | 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, Diyi Yang |
| 2021 | AAAI | Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. | Jiaao Chen, Diyi Yang |
| 2021 | ACL | HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. | Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang |
| 2021 | EMNLP | Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization. | Jiaao Chen, Diyi Yang |
| 2021 | NAACL | Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. | Jiaao Chen, Diyi Yang |
| 2021 | NAACL | Continual Learning for Text Classification with Information Disentanglement Based Regularization. | Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang |
| 2020 | AAAI | Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses. | Jiaao Chen, Yuwei Wu, Diyi Yang |
| 2020 | ACL | MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. | Jiaao Chen, Zichao Yang, Diyi Yang |
| 2020 | EMNLP | Local Additivity Based Data Augmentation for Semi-supervised NER. | Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang |
| 2020 | EMNLP | Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. | Jiaao Chen, Diyi Yang |
| 2020 | EMNLP | Examining the Ordering of Rhetorical Strategies in Persuasive Requests. | Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang |
| 2019 | AAAI | Incorporating Structured Commonsense Knowledge in Story Completion. | Jiaao Chen, Jianshu Chen, Zhou Yu |
| 2019 | NAACL | 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 H. Hovy |