Shichun Liu

Shichun Liu

Fudan university

I’m currently a Master’s degree student (from fall, 2024) at the School of Computer Science of Fudan University and a member of the FudanNLP Lab, advised by Prof. Xuanjing Huang (黄萱菁).

🔥 News

  • 2024.3:  🎉🎉 One paper on in-context learning was accepted by NAACL-2024-Findings!

📝 Publications

In-Context Learning

NAACL 2024 (Findings)
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Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang.

  • Goal: develop a method that can enhance the generalizability of LLMs when encountering OOD queries, allowing them to better adapt to novel tasks.
  • Through extensive experiments on the tool-using scenario (OOD-Toolset) and mathematical problem-solving tasks (GSM8K and MATH datasets), SELF-DEMOS demonstrated superior performance in handling OOD queries compared to existing state-of-the-art methods.
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Others

  • TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
    Ming Zhang*, Caishuang Huang*, Yilong Wu*, Shichun Liu, Huiyuan Zheng, Yurui Dong, Yujiong Shen, Shihan Dou, Jun Zhao, Junjie Ye, Qi Zhang, Tao Gui, Xuanjing Huang

  • Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
    Zhiheng Xi*, Wenxiang Chen*, Boyang Hong*, Senjie Jin*, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang

  • LLMEval: A Preliminary Study on How to Evaluate Large Language Models
    Yue Zhang*, Ming Zhang*, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang

  • A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models
    Junjie Ye*, Xuanting Chen*, Nuo Xu, Can Zu, Zekai Shao, Shichun Liu, Yuhan Cui, Zeyang Zhou, Chao Gong, Yang Shen, Jie Zhou, Siming Chen, Tao Gui, Qi Zhang, Xuanjing Huang

🎖 Honors and Awards

  • 2022.09, the First prize (Top 0.6% of 49242 teams) of Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM).
  • 2021.12, the Second Prize of the Scholarship for Outstanding Students at Fudan University in the 2020-2021 academic year.
  • 2021.12, the Second Prize Winner(Non-Physics A) in the 38th National Physics Competition for College Students.
  • 2021.12, 2022.12, the Second Prize Winner(Non-Math) in the 13, 14th National Mathematics Competition for College Students.

📖 Educations

  • 2020.9 - 2024.6, B.E. at Fudan University with a major in computer science and technology.

💻 Internships

🌏 Visitors