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2020 – today
- 2026
[i10]Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou:
Scaling Laws for Educational AI Agents. CoRR abs/2603.11709 (2026)- [i9]Shuzhen Bi, Mengsong Wu, Hao Hao, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou:
Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction. CoRR abs/2603.11808 (2026) - 2025
- [c6]Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen:
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models. COLING 2025: 9824-9844 - [c5]Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye:
Scaling Physical Reasoning with the PHYSICS Dataset. NeurIPS 2025 - [c4]Xiang Zhang, Tong Zhu, Han Han, Hao Pan, Mengsong Wu, Wenliang Chen:
Parallel Task Planning via Model Collaboration. NLPCC (4) 2025: 79-91 - [i8]Mengsong Wu, Tong Zhu
, Han Han, Xiang Zhang, Wenbiao Shao, Wenliang Chen:
Chain-of-Tools: Utilizing Massive Unseen Tools in the CoT Reasoning of Frozen Language Models. CoRR abs/2503.16779 (2025) - [i7]Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye:
Scaling Physical Reasoning with the PHYSICS Dataset. CoRR abs/2506.00022 (2025) - [i6]Mengsong Wu, YaFei Wang, Yidong Ming, Yuqi An, Yuwei Wan, Wenliang Chen, Binbin Lin, Yuqiang Li, Tong Xie, Dongzhan Zhou:
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning. CoRR abs/2506.07551 (2025) - [i5]Mengsong Wu, Di Zhang, Yuqiang Li, Dongzhan Zhou, Wenliang Chen:
SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition. CoRR abs/2506.07557 (2025) - 2024
- [c3]Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen:
Seal-Tools: Self-instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark. NLPCC (2) 2024: 372-384 - [i4]Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen:
Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark. CoRR abs/2405.08355 (2024) - [i3]Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen:
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models. CoRR abs/2410.11805 (2024) - 2023
- [c2]Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang:
Mirror: A Universal Framework for Various Information Extraction Tasks. EMNLP 2023: 8861-8876 - [c1]Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen:
CED: Catalog Extraction from Documents. ICDAR (3) 2023: 200-215 - [i2]Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen:
CED: Catalog Extraction from Documents. CoRR abs/2304.14662 (2023) - [i1]Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang:
Mirror: A Universal Framework for Various Information Extraction Tasks. CoRR abs/2311.05419 (2023)
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