Shilong Li (李世龙)

I graduated with an Bachelor's degree in Information Engineering from BUPT and am currently pursuing a Master's degree in Artificial Intelligence, focusing on the alignment of large language models (LLMs). Previously, I have interned at ByteDance, Didi, and Alibaba Group.

News

2025-08 We released the paper MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents! 🎉
2025-05 Two papers has been accepted to the ACL Main Conference! 🎉
2025-02 We released the paper Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?! 🎉
2024-11 We released Chinese-SimpleQA! 🎉
2024-12 Our paper 2D-DPO has been accepted at Findings of NAACL 2025! 🎉
2024-09 Our paper GraphReader has been accepted at Findings of EMNLP 2024! 🚀
2024-03 EMMA accepted to the NAACL 2024 Main Conference! 🎉

Selected Publications

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Shilong Li*, Xingyuan Bu*, Wenjie Wang, Jiaheng Liu, ...

arXiv, 2025

PDF Code

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Yancheng He*, Shilong Li*, Jiaheng Liu*, Weixun Wang*, Xingyuan Bu, Ge Zhang, ...

Association for Computational Linguistics (ACL), 2025

PDF Code

Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models

Yancheng He*, Shilong Li*, Jiaheng Liu*, Yingshui Tan, ...

Association for Computational Linguistics (ACL), 2025

PDF Code

2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision

Shilong Li*, Yancheng He, Hui Huang, Xingyuan Bu, Jiaheng Liu, Hangyu Guo, Weixun Wang, Jihao Gu, ...

Findings of North American Chapter of the Association for Computational Linguistics (NAACL Findings), 2025

PDF Code

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

Shilong Li*, Yancheng He*, Hangyu Guo*, Xingyuan Bu*, Ge Bai, Jie Liu, Jiaheng Liu, ...

Findings of Conference on Empirical Methods in Natural Language Processing (EMNLP Findings), 2024

PDF

Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction

Shilong Li*, Ge Bai*, Zhang Zhang*, Ying Liu, Chenji Lu, Daichi Guo, Ruifang Liu, Yong Sun

North American Chapter of the Association for Computational Linguistics (NAACL), 2024

PDF Code