TInR: Exploring Tool-Internalized Reasoning in Large Language Models 事件

TInR: Exploring Tool-Internalized Reasoning in Large Language Models arXiv:2604.10788v2 Announce Type: replace Abstract: 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, tool size constraints, and inference inefficiency. To mitigate these issues, we ex