Publications

My List of Academic Publications.

2024

  1. tac.png
    TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
    Frank F. Xu, Yufan Song, Boxuan Li , and 18 more authors
    In ArXiv Preprint , 2024
    Code Website
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    The BrowserGym Ecosystem for Web Agent Research
    Thibault Le Sellier De Chezelles, Maxime Gasse, Alexandre Drouin , and 17 more authors
    In arXiv Preprint , 2024
    Code
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    VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
    Lawrence Jang, Yinheng Li, Charles Ding , and 5 more authors
    In NeurIPS Open World Agents Workshop , 2024
    Code Website
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    Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
    Rogerio Bonatti, Dan Zhao, Francesco Bonacci , and 9 more authors
    In NeurIPS Safe and Trustworthy Agents Workshop (Oral) , 2024
    PDF Code Website
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    ICAL: Continual Learning of Multimodal Agents by Transforming Trajectories into Actionable Insights
    Gabriel Sarch, Lawrence Jang, Michael Tarr , and 3 more authors
    In NeurIPS Spotlight , 2024
    PDF Code Website
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    MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts
    Haofei Yu, Zhengyang Qi, Lawrence Jang , and 3 more authors
    In EMNLP , 2024
    PDF Code
  7. vwaNEW.png
    VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
    Jing Yu Koh, Robert Lo, Lawrence Jang , and 7 more authors
    In ACL , 2024
    Code Website