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MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

Tool-Integrated Reasoning (TIR) empowers large language models (LLMs) to tackle complex tasks by interleaving reasoning steps with external tool interactions.

arXiv cs.CL · · Paper: ~15 min
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MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

TLDR

Tool-Integrated Reasoning (TIR) empowers large language models (LLMs) to tackle complex tasks by interleaving reasoning steps with external tool interactions.

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