Yitao Liu

In me the tiger sniffs the rose
princeton_2_square.jpg

I am a third-year undergraduate at the University of Hong Kong. I am now working with Karthik Narasimhan in Princeton NLP Group focusing on language agents. Previously, I worked as a research assistant in HKU NLP group guided by Tao Yu. My main research interest is in natural language processing and reinforcement learning. More specifically, the goal of my research is to build an intellegent language agent that can interacts with various environments effectively and efficiently. Feel free to reach out to me if you are interested in my work, have any questions or ideas to discuss with!

news

Jul 9, 2024 OpenAgents was accepted by COLM 2024
Jan 16, 2024 Two papers accepted by ICLR 2024 as Spotlight
Apr 16, 2023 The webpage is born

selected publications

* equal contribution
  1. openagents_overview.png
    OpenAgents: An Open Platform for Language Agents in the Wild
    NLP
    Tianbao Xie*, Fan Zhou*, Zhoujun Cheng*, Peng Shi*, Luoxuan Weng*, Yitao Liu*, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Caiming Xiong, and Tao Yu
    Conference on Language Modeling (COLM), 2024
  2. OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
    NLP
    Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, and Tao Yu
    Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024
  3. charxiv.png
    CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
    NLP
    Zirui Wang, Mengzhou Xia, Luxi He, Howard Chen, Yitao Liu, Richard Zhu, Kaiqu Liang, Xindi Wu, Haotian Liu, Sadhika Malladi, Alexis Chevalier, Sanjeev Arora, and Danqi Chen
    2024
  4. text2reward.png
    Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning
    NLP RL
    Tianbao Xie*Siheng Zhao*Chen Henry WuYitao Liu, Qian Luo, Victor Zhong, Yanchao Yang, and Tao Yu
    International Conference on Learning Representations (ICLR), 2024
    Spotlight
  5. lemur.png
    Lemur: Harmonizing Natural Language and Code for Language Agents
    NLP
    Yiheng Xu*, Hongjin Su*, Chen Xing*, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao LiuTianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailing Wang, Caiming Xiong, and Tao Yu
    International Conference on Learning Representations (ICLR), 2024
    Spotlight

friends

alphabetical order
Liheng Chen
Tianbao Xie
Yaowen Ye