Jiaao Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 54

Top Topics

Natural Language

Columbia University

Commonsense Knowledge

Top Venues

Publications

Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks. ICLR (2024)
Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang
Can Large Language Models Transform Computational Social Science? Comput. Linguistics 50 (1) (2024)
Zhehao Zhang, Jiaao Chen, Diyi Yang
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. CoRR (2024)
Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models. CoRR (2023)
Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. CoRR (2023)
Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. Trans. Assoc. Comput. Linguistics 11 (2023)
Yunze Hu, Jiaao Chen, Kangjie Zhou, Han Gao, Yutong Li, Chang Liu
Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation. CoRR (2023)
Yunze Hu, Jiaao Chen, Kangjie Zhou, Han Gao, Yutong Li, Chang Liu
Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation. ITSC (2023)
Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang
Compositional Data Augmentation for Abstractive Conversation Summarization. ACL (1) (2023)
Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. EMNLP (2023)
Jiaao Chen, Diyi Yang
Controllable Conversation Generation with Conversation Structures via Diffusion Models. ACL (Findings) (2023)
Jiaao Chen, Diyi Yang
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. EMNLP (2023)
Jiaao Chen, Mohan Dodda, Diyi Yang
Human-in-the-loop Abstractive Dialogue Summarization. ACL (Findings) (2023)
Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang
Parameter-Efficient Fine-Tuning Design Spaces. CoRR (2023)
Jiaao Chen, Diyi Yang
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. CoRR (2023)
Alexander K. Taylor, Nuan Wen, Po-Nien Kung, Jiaao Chen, Violet Peng, Wei Wang
Where Does Your News Come From? Predicting Information Pathways in Social Media. SIGIR (2023)
Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang
Can Large Language Models Transform Computational Social Science? CoRR (2023)
Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang
Parameter-Efficient Fine-Tuning Design Spaces. ICLR (2023)
Zhehao Zhang, Jiaao Chen, Diyi Yang
Mitigating Biases in Hate Speech Detection from A Causal Perspective. EMNLP (Findings) (2023)
Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie
DyVal: Graph-informed Dynamic Evaluation of Large Language Models. CoRR (2023)
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR (2023)
Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang
From Scroll to Misbelief: Modeling the Unobservable Susceptibility to Misinformation on Social Media. CoRR (2023)
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP (2023)
Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang
VALUE: Understanding Dialect Disparity in NLU. ACL (1) (2022)
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang
WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain. CoRR (2022)
Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. CoRR (2022)
Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. ACL (Findings) (2022)
Kexun Zhang, Jiaao Chen, Diyi Yang
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization. ACL (Findings) (2022)
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain. EMNLP (2022)
Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang
VALUE: Understanding Dialect Disparity in NLU. CoRR (2022)
Jiaao Chen, Mohan Dodda, Diyi Yang
Human-in-the-loop Abstractive Dialogue Summarization. CoRR (2022)
Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. CoRR (2021)
Jiaao Chen, Diyi Yang
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. NAACL-HLT (2021)
Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization. CoRR (2021)
Jiaao Chen, Diyi Yang
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. AAAI (2021)
Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang
Continual Learning for Text Classification with Information Disentanglement Based Regularization. CoRR (2021)
Jiaao Chen, Diyi Yang
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization. EMNLP (1) (2021)
Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. ACL/IJCNLP (1) (2021)
Jiaao Chen, Diyi Yang
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. CoRR (2021)
Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang
Continual Learning for Text Classification with Information Disentanglement Based Regularization. NAACL-HLT (2021)
Jiaao Chen, Diyi Yang
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. CoRR (2021)
Jiaao Chen, Yuwei Wu, Diyi Yang
Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses. CoRR (2020)
Jiaao Chen, Diyi Yang
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. EMNLP (1) (2020)
Jiaao Chen, Zichao Yang, Diyi Yang
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. CoRR (2020)
Jiaao Chen, Zichao Yang, Diyi Yang
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. ACL (2020)
Jiaao Chen, Yuwei Wu, Diyi Yang
Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses. AffCon@AAAI (2020)
Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang
Local Additivity Based Data Augmentation for Semi-supervised NER. CoRR (2020)
Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang
Local Additivity Based Data Augmentation for Semi-supervised NER. EMNLP (1) (2020)
Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. CoRR (2020)
Jiaao Chen, Diyi Yang
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. CoRR (2020)
Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. EMNLP (Findings) (2020)
Diyi Yang, Jiaao Chen, Zichao Yang, Dan Jurafsky, Eduard H. Hovy
Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms. NAACL-HLT (1) (2019)
Jiaao Chen, Jianshu Chen, Zhou Yu
Incorporating Structured Commonsense Knowledge in Story Completion. AAAI (2019)
Jiaao Chen, Jianshu Chen, Zhou Yu
Incorporating Structured Commonsense Knowledge in Story Completion. CoRR (2018)