Papers

• rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking (2025)
  Xinyu Guan et al.
  6.06
• MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning (2025)
  Ke Wang et al.
  3.81
• SEVerA: Verified Synthesis of Self-Evolving Agents (2026)
  Debangshu Banerjee et al.
  1.78
• R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing (2025)
  Tianyu Fu et al.
  1.22
• MathClean: A Benchmark for Synthetic Mathematical Data Cleaning (2025)
  Hao Liang et al.
  1.06
• Structure-Unified M-Tree Coding Solver for MathWord Problem (2022)
  Bin Wang et al.
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• Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning (2023)
  Dingzirui Wang et al.
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• OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset (2024)
  Shubham Toshniwal et al.
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• Orca-Math: Unlocking the potential of SLMs in Grade School Math (2024)
  Arindam Mitra et al.
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• AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling (2024)
  Zihan Liu et al.
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