Yuting Ning

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I am a first-year PhD student at The Ohio State University (OSU), advised by Prof. Huan Sun. Previously, I obtained my Master’s and Bachelor’s degrees from University of Science and Technology of China (USTC), advised by Prof. Enhong Chen.

I am broadly interested in NLP and related fields, especially Language Agents and reasoning of Large Language Models.

News

Apr 10, 2025 Excited to share my first project during my PhD - 💭WebDreamer, using your LLMs as a web world model for model-based planning.
Oct 7, 2024 Check out our 🔬ScienceAgentBench, a new benchmark to rigorously assess language agents for data-driven scientific discovery.
Aug 20, 2024 Start my PhD at OSU! 🥳
Jun 10, 2024 Check out 📑EduNLP: a unified and modularized library for educational resources. Don’t forget to star our project!
May 24, 2024 Check out our world model 🪄Pandora!

Selected Publications

  1. Preprint
    Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents
    Yu Gu*, Kai Zhang*, Yuting Ning*, Boyuan Zheng*, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, and  others
    arXiv preprint arXiv:2411.06559, 2025
    PDF Code
  2. Preprint
    Pandora: Towards General World Model with Natural Language Actions and Video States
    Jiannan Xiang*, Guangyi Liu*, Yi Gu*, Qiyue Gao, Yuting Ning, Yuheng Zha, Zeyu Feng, Tianhua Tao, Shibo Hao, Yemin Shi, Zhengzhong Liu, Eric P. Xing, and Zhiting Hu
    2024
    PDF Code Website
  3. EMNLP
    In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search
    Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Faeze Brahman, Wenting Zhao, Yejin Choi, and Xiang Ren
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
    PDF Code Dataset
▶ nnnyt.github.io's clustrmaps 🌎