Mengsong Wu

According to our database, Mengsong Wu authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction.

Shuzhen Bi, Mengsong Wu, Hao Hao, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou

CoRR, March, 2026

Scaling Laws for Educational AI Agents.

Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou

CoRR, March, 2026

2025

SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition.

Mengsong Wu, Di Zhang, Yuqiang Li, Dongzhan Zhou, Wenliang Chen

CoRR, June, 2025

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning.

Mengsong Wu, YaFei Wang, Yidong Ming, Yuqi An, Yuwei Wan, Wenliang Chen, Binbin Lin, Yuqiang Li, Tong Xie, Dongzhan Zhou

CoRR, June, 2025

Chain-of-Tools: Utilizing Massive Unseen Tools in the CoT Reasoning of Frozen Language Models.

Mengsong Wu, Tong Zhu, Han Han, Xiang Zhang, Wenbiao Shao, Wenliang Chen

CoRR, March, 2025

Parallel Task Planning via Model Collaboration.

Xiang Zhang, Tong Zhu, Han Han, Hao Pan, Mengsong Wu, Wenliang Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2025

Scaling Physical Reasoning with the PHYSICS Dataset.

Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models.

Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Seal-Tools: Self-instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark.

Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2024

2023

CED: Catalog Extraction from Documents.

Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Mirror: A Universal Framework for Various Information Extraction Tasks.

Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023