一作ACL 2026Poster· Natural Language Processing
TI n R : Exploring Tool-Internalized Reasoning in Large Language Models
Qiancheng Xu · Yongqi Li · Fan Liu · Hongru WANG · Min Yang · Wenjie Li
摘要
Tool-Integrated Reasoning (TIR) has emerged as a promising direction by extending Large Language Models’ (LLMs) capabilities with external tools during reasoning. Existing TIR methods typically rely on external tool documentation during reasoning. However, this leads to tool mastery difficulty, t...