Mengsong Wu - RankMe

15 papers A* 1B 1Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction. CoRR Shuzhen Bi, Mengsong Wu, Hao Hao, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
2026	J	`jnl`	Scaling Laws for Educational AI Agents. CoRR Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
2025	J	`jnl`	Chain-of-Tools: Utilizing Massive Unseen Tools in the CoT Reasoning of Frozen Language Models. CoRR Mengsong Wu, Tong Zhu, Han Han, Xiang Zhang, Wenbiao Shao, Wenliang Chen
2025	J	`jnl`	CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning. CoRR Mengsong Wu, Yafei Wang, Yidong Ming, Yuqi An, Yuwei Wan, Wenliang Chen, Binbin Lin, Yuqiang Li, Tong Xie, Dongzhan Zhou
2025	B	`conf`	NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models. COLING Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen
2025	—	`conf`	Parallel Task Planning via Model Collaboration. NLPCC (4) Xiang Zhang, Tong Zhu, Han Han, Hao Pan, Mengsong Wu, Wenliang Chen
2025	J	`jnl`	SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition. CoRR Mengsong Wu, Di Zhang, Yuqiang Li, Dongzhan Zhou, Wenliang Chen
2025	J	`jnl`	Scaling Physical Reasoning with the PHYSICS Dataset. CoRR Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye
2024	J	`jnl`	NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models. CoRR Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen
2024	J	`jnl`	Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark. CoRR Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen
2024	—	`conf`	Seal-Tools: Self-instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark. NLPCC (2) Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen
2023	—	`conf`	CED: Catalog Extraction from Documents. ICDAR (3) Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen
2023	J	`jnl`	CED: Catalog Extraction from Documents. CoRR Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen
2023	A*	`conf`	Mirror: A Universal Framework for Various Information Extraction Tasks. EMNLP Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang
2023	J	`jnl`	Mirror: A Universal Framework for Various Information Extraction Tasks. CoRR Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang