StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning

Documenti analoghi

• R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning
  di: Li, Yuan, et al.
  Pubblicazione: (2025)
• Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-SQL
  di: Dai, Yaxun, et al.
  Pubblicazione: (2026)
• T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step
  di: Chen, Zehui, et al.
  Pubblicazione: (2023)
• Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA
  di: Li, Zhuowan, et al.
  Pubblicazione: (2024)
• RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval
  di: Oh, Minhae, et al.
  Pubblicazione: (2025)