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 enhancing the reasoning ability of LLMs. I am also interested in concrete application domains, such as NLP for Education.

News

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!
Nov 14, 2023 Excited to share our new work In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search!

Selected Publications

  1. 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
  2. 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
  3. AAAI
    Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training
    Yuting Ning, Zhenya Huang, Xin Lin, Enhong Chen, Shiwei Tong, Zheng Gong, and Shijin Wang
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
    PDF Code Poster Slides
  4. Preprint
    Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective
    Yan Zhuang, Qi Liu, Yuting Ning, Weizhe Huang, Rui Lv, Zhenya Huang, Guanhao Zhao, Zheng Zhang, Qingyang Mao, Shijin Wang, and  others
    arXiv preprint arXiv:2306.10512, 2023
    PDF
▶ nnnyt.github.io's clustrmaps 🌎