Shichao Sun
✨ Hi everyone! I am currently a final-year PhD candidate in PolyU NLP Group at the Hong Kong Polytechnic University, fortunately supervised by Prof. Maggie Wenjie Li. Before that, I received my B.S. degree (in 2017) and M.S. degree (in 2020) from Fudan University under the supervision of Assoc. Prof. Zhipeng Xie. My research focuses on Large Language Model, Math Reasoning, and Retrieval-Augmented Generation.
🚀 Currently, I work closely with Assoc. Prof. Pengfei Liu at GAIR Lab on Large Language Models (LLMs).
🔔 I am on the 2024-2025 job market. (Last Update on May 2024)
📖 Educations
- 2020.09 - 2024.08 (Expected), Ph.D., The Hong Kong Polytechnic University.
- 2017.09 - 2020.01, M.S., Fudan University.
- 2013.09 - 2017.03, B.S., Fudan University.
📝 Selected Publications
(* indicates equal contribution)
The Critique of Critique
Shichao Sun, Junlong Li, Weizhe Yuan, Ruifeng Yuan, Wenjie Li, Pengfei Liu
ACL Findings, 2024 | PDF | Code
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu
ACL Findings, 2024
Dissecting Human and LLM Preferences
Junlong Li, Fan Zhou, Shichao Sun, Yikai Zhang, Hai Zhao, Pengfei Liu
ACL, 2024 | PDF | Code
Generative Judge for Evaluating Alignment
Junlong Li, Shichao Sun, Weizhe Yuan, Run-Ze Fan, Hai Zhao, Pengfei Liu
ICLR, 2024 | PDF | Code | Page
Dialogue acts enhanced extract–abstract framework for meeting summarization
Shichao Sun, Ruifeng Yuan, Wenjie Li, Ziqiang Cao, Sujian Li
IPM, 2024 | PDF
Contrastive Preference Learning for Neural Machine Translation
Jianfei He, Shichao Sun, Sen Peng, Jie Xu, Xiaohua Jia, Wenjie Li
NAACL Findings, 2024
Aligning Language Models with Human Preferences via a Bayesian Approach
Jiashuo Wang, Haozhao Wang, Shichao Sun, Wenjie Li
NeurIPS, 2023 | PDF | Code
Data Selection Curriculum for Abstractive Text Summarization
Shichao Sun, Ruifeng Yuan, Jianfei He, Ziqiang Cao, Wenjie Li, Xiaohua Jia
EMNLP Findings, 2023 | PDF
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization
Ruifeng Yuan, Shichao Sun, Zili Wang, Ziqiang Cao, Wenjie Li
ACL Findings, 2023 | PDF | Code
Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization
Shichao Sun, Ruifeng Yuan, Wenjie Li, Sujian Li
ICASSP, 2023 | PDF | Code
Rethinking the framework constructed by counterfactual functional model
Chao Wang, Linfang Liu, Shichao Sun, Wei Wang
Applied Intelligence, 2022 | PDF
Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization
Shichao Sun, Wenjie Li
arXiv, 2021 | PDF | Code
A Goal-Driven Tree-Structured Neural Model for Math Word Problems
Zhipeng Xie*, Shichao Sun*
IJCAI, 2019 | PDF | Code
🎖 Honors and Awards
- Excellent Graduates in Shanghai, 2020
- National Scholarship, 2019
- Excellent Student in Fudan University, 2018
- Scholarship for Outstanding Students in Fudan University, 2018
- National Encouragement Scholarship, 2014, 2015, 2016