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

no code implementations • 14 May 2024 • Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen

Therefore, Seal-Tools can serve as a new benchmark to evaluate the tool-calling ability of LLMs.

Mirror: A Universal Framework for Various Information Extraction Tasks

1 code implementation • 9 Nov 2023 • Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang

Sharing knowledge between information extraction tasks has always been a challenge due to the diverse data formats and task variations.

Machine Reading Comprehension

CED: Catalog Extraction from Documents

1 code implementation • 28 Apr 2023 • Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen

To address this problem, we build a large manually annotated corpus, which is the first dataset for the Catalog Extraction from Documents (CED) task.

Catalog Extraction Sentence