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2020 – today
- 2025
[i29]Arthur Caetano, Kavya Verma, Atieh Taheri, Radha Kumaran, Zichen Chen, Jiaao Chen, Tobias Höllerer, Misha Sra:
Agentic Workflows for Conversational Human-AI Interaction Design. CoRR abs/2501.18002 (2025)- [i28]Zichen Chen, Jiaao Chen, Jianda Chen, Misha Sra:
Position: Standard Benchmarks Fail - LLM Agents Present Overlooked Risks for Financial Applications. CoRR abs/2502.15865 (2025) - 2024
- [j2]Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang:
Can Large Language Models Transform Computational Social Science? Comput. Linguistics 50(1): 237-291 (2024) - [c32]Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen:
Skills-in-Context: Unlocking Compositionality in Large Language Models. EMNLP (Findings) 2024: 13838-13890 - [c31]Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, Diyi Yang:
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach. EMNLP 2024: 15178-15194 - [c30]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 - [c29]Zhehao Zhang, Jiaao Chen, Diyi Yang:
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. NeurIPS 2024 - [c28]Jiaao Chen, Qiang Wang, Yiming Liu:
AoI-Aware Resource Allocation for C-V2X Networks via Multi-Agent Reinforcement Learning with Attention. VTC Fall 2024: 1-7 - [c27]Yiming Liu, Qiang Wang, Jiaao Chen, Wenqi Zhang, Chen Sun:
Federated Multi-Agent Deep Reinforcement Learning Approach for Resource Allocation in Platoon-Based NR-V2X. VTC Spring 2024: 1-6 - [i27]Zhehao Zhang, Jiaao Chen, Diyi Yang:
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph. CoRR abs/2406.17271 (2024) - [i26]Rui Ye, Xianghe Pang, Jingyi Chai, Jiaao Chen, Zhenfei Yin, Zhen Xiang, Xiaowen Dong, Jing Shao, Siheng Chen:
Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review. CoRR abs/2412.01708 (2024) - [i25]Jiaao Chen, Diyi Yang:
Dynamic Skill Adaptation for Large Language Models. CoRR abs/2412.19361 (2024) - 2023
- [j1]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: 191-211 (2023) - [c26]Siru Ouyang, Jiaao Chen, Jiawei Han, Diyi Yang:
Compositional Data Augmentation for Abstractive Conversation Summarization. ACL (1) 2023: 1471-1488 - [c25]Jiaao Chen, Diyi Yang:
Controllable Conversation Generation with Conversation Structures via Diffusion Models. ACL (Findings) 2023: 7238-7251 - [c24]Jiaao Chen, Mohan Dodda, Diyi Yang:
Human-in-the-loop Abstractive Dialogue Summarization. ACL (Findings) 2023: 9176-9190 - [c23]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023: 1339-1384 - [c22]Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang:
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. EMNLP 2023: 4765-4775 - [c21]Zhehao Zhang, Jiaao Chen, Diyi Yang:
Mitigating Biases in Hate Speech Detection from A Causal Perspective. EMNLP (Findings) 2023: 6610-6625 - [c20]Jiaao Chen, Diyi Yang:
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. EMNLP 2023: 12041-12052 - [c19]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. ICLR 2023 - [c18]Yunze Hu, Jiaao Chen, Kangjie Zhou, Han Gao, Yutong Li, Chang Liu:
Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation. ITSC 2023: 3304-3310 - [c17]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: 2511-2515 - [i24]Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang:
Parameter-Efficient Fine-Tuning Design Spaces. CoRR abs/2301.01821 (2023) - [i23]Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR abs/2302.06476 (2023) - [i22]Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang:
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. CoRR abs/2304.04746 (2023) - [i21]Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang:
Can Large Language Models Transform Computational Social Science? CoRR abs/2305.03514 (2023) - [i20]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 abs/2308.00304 (2023) - [i19]Yunze Hu, Jiaao Chen, Kangjie Zhou, Han Gao, Yutong Li, Chang Liu:
Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation. CoRR abs/2308.00325 (2023) - [i18]Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie:
DyVal: Graph-informed Dynamic Evaluation of Large Language Models. CoRR abs/2309.17167 (2023) - [i17]Jiaao Chen, Diyi Yang:
Unlearn What You Want to Forget: Efficient Unlearning for LLMs. CoRR abs/2310.20150 (2023) - [i16]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 abs/2311.09630 (2023) - 2022
- [c16]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: 1947-1955 - [c15]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. ACL (1) 2022: 3701-3720 - [c14]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: 4095-4106 - [c13]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: 2322-2335 - [i15]Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang:
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. CoRR abs/2203.10693 (2022) - [i14]Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang:
VALUE: Understanding Dialect Disparity in NLU. CoRR abs/2204.03031 (2022) - [i13]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 abs/2211.00083 (2022) - [i12]Jiaao Chen, Mohan Dodda, Diyi Yang:
Human-in-the-loop Abstractive Dialogue Summarization. CoRR abs/2212.09750 (2022) - 2021
- [c12]Jiaao Chen, Diyi Yang:
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. AAAI 2021: 12648-12656 - [c11]Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. ACL/IJCNLP (1) 2021: 4380-4390 - [c10]Jiaao Chen, Diyi Yang:
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization. EMNLP (1) 2021: 6605-6616 - [c9]Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. NAACL-HLT 2021: 1380-1391 - [c8]Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. NAACL-HLT 2021: 2736-2746 - [i11]Jiaao Chen, Diyi Yang:
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests. CoRR abs/2101.06351 (2021) - [i10]Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang:
Continual Learning for Text Classification with Information Disentanglement Based Regularization. CoRR abs/2104.05489 (2021) - [i9]Jiaao Chen, Diyi Yang:
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. CoRR abs/2104.08400 (2021) - [i8]Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang:
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization. CoRR abs/2106.00149 (2021) - [i7]Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang:
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. CoRR abs/2106.07499 (2021) - 2020
- [c7]Jiaao Chen, Yuwei Wu, Diyi Yang:
Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses. AffCon@AAAI 2020: 151-160 - [c6]Jiaao Chen, Zichao Yang, Diyi Yang:
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. ACL 2020: 2147-2157 - [c5]Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. EMNLP (1) 2020: 1241-1251 - [c4]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. EMNLP (Findings) 2020: 1299-1306 - [c3]Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. EMNLP (1) 2020: 4106-4118 - [i6]Jiaao Chen, Yuwei Wu, Diyi Yang:
Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses. CoRR abs/2004.10972 (2020) - [i5]Jiaao Chen, Zichao Yang, Diyi Yang:
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification. CoRR abs/2004.12239 (2020) - [i4]Jiaao Chen, Diyi Yang:
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization. CoRR abs/2010.01672 (2020) - [i3]Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang:
Local Additivity Based Data Augmentation for Semi-supervised NER. CoRR abs/2010.01677 (2020) - [i2]Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. CoRR abs/2010.04625 (2020)
2010 – 2019
- 2019
- [c2]Jiaao Chen, Jianshu Chen, Zhou Yu:
Incorporating Structured Commonsense Knowledge in Story Completion. AAAI 2019: 6244-6251 - [c1]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: 3620-3630 - 2018
- [i1]Jiaao Chen, Jianshu Chen, Zhou Yu:
Incorporating Structured Commonsense Knowledge in Story Completion. CoRR abs/1811.00625 (2018)
Coauthor Index
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