The implementation for ACL 2026: MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching.
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Apr 18, 2026 - Python
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tool-integrated-reasoning
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A curated collection of research papers on LLM Tool-Integrated Reasoning (TIR), where LLMs enhance reasoning by interacting with external tools such as calculators, search engines, and code interpreters.
reinforcement-learning reinf tool-use large-language-models llms function-calling llm-reasoning rlvr tool-integrated-reasoning
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Aug 20, 2025
Tool-Integrated Reasoning for competition math — weighted voting, difficulty-aware allocation
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May 9, 2026 - Python
Bronze-medal Tool-Integrated Reasoning solver for the AI Mathematical Olympiad (Progress Prize 3) — GPT-OSS-120B + vLLM, 42/50.
kaggle kaggle-competition math-olympiad self-consistency bronze-medal aimo mathematical-reasoning llm vllm tool-integrated-reasoning gpt-oss
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Jun 22, 2026 - Jupyter Notebook
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