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Chen, Jiaao

  1. Can Large Language Models Transform Computational Social Science?
    2023/04/12 by Caleb Ziems, Ziems, Caleb, William A. Held +9 · 2 voices · 34 citations
    Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Natural Language Processing Techniques
  2. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
    2023/02/08 by Chengwei Qin, Qin, Chengwei, Aston Zhang +9 · 23 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  3. Unlearn What You Want to Forget: Efficient Unlearning for LLMs
    2023/10/31 by Jiaao Chen, Diyi Yang, Chen, Jiaao +1 · 27 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Topic Modeling #Natural Language Processing Techniques
  4. DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
    2023/09/29 by Kaijie Zhu, Zhu, Kaijie, Jiaao Chen +9 · 15 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  5. WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain
    2022/10/31 by Raj Sanjay Shah, Shah, Raj Sanjay, Kunal Chawla +17 · 12 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Topic Modeling
  6. VALUE: Understanding Dialect Disparity in NLU
    2022/04/06 by Ziems, Caleb, Chen, Jiaao, Harris, Camille +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
    2020/10/04 by Jiaao Chen, Diyi Yang, Chen, Jiaao +1 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  8. Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests
    2021/01/16 by Jiaao Chen, Chen, Jiaao, Diyi Yang +1 · 4 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining
  9. Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review
    2024/12/02 by Rui Ye, Xianghe Pang, Ye, Rui +15 · 10 citations
    Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #scientometrics and bibliometrics research
  10. Continual Learning for Text Classification with Information Disentanglement Based Regularization
    2021/04/12 by Huang, Yufan, Zhang, Yanzhe, Chen, Jiaao +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph
    2024/06/25 by Zhehao Zhang, Jiaao Chen, Zhang, Zhehao +3 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  12. Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs
    2021/04/16 by Jiaao Chen, Chen, Jiaao, Diyi Yang +1 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  13. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
    2020/04/25 by Chen, Jiaao, Yang, Zichao, Yang, Diyi · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
    2021/06/14 by Chen, Jiaao, Tam, Derek, Raffel, Colin +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. Parameter-Efficient Fine-Tuning Design Spaces
    2023/01/04 by Jiaao Chen, Aston Zhang, Chen, Jiaao +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  16. A Cheaper and Better Diffusion Language Model with Soft-Masked Noise
    2023/04/10 by Chen, Jiaao, Zhang, Aston, Li, Mu +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
    2025/05/22 by Ye, Rui, Huang, Keduan, Wu, Qimin +17 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  18. Examining the Ordering of Rhetorical Strategies in Persuasive Requests
    2020/10/09 by Shaikh, Omar, Chen, Jiaao, Saad-Falcon, Jon +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Local Additivity Based Data Augmentation for Semi-supervised NER
    2020/10/04 by Chen, Jiaao, Wang, Zhenghui, Tian, Ran +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization
    2021/05/31 by Chen, Jiaao, Shen, Dinghan, Chen, Weizhu +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk
    2025/02/21 by Chen, Zichen, Jiaao Chen, Chen, Jiaao +3 · 2 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Insolvency and Governance #European and International Contract Law #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN)
  22. Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models
    2023/08/01 by Chen, Jiaao, Pan, Xiaoman, Yu, Dian +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Informative Path Planning of Autonomous Vehicle for Parking Occupancy Estimation
    2023/08/01 by Hu, Yunze, Chen, Jiaao, Zhou, Kangjie +3 · 1 citation
    #FOS: Computer and information sciences #Robotics (cs.RO)
  24. Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
    2023/11/16 by Yanchen Liu, Mingyu Derek Ma, Liu, Yanchen +13 · 1 citation
    Physics and Astronomy · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Misinformation and Its Impacts #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
  25. WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning
    2025/05/28 by Yuchen Zhuang, Di Jin, Zhuang, Yuchen +9 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques