Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
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• 2602.12036 • Published
• 98
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• 1
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• 17
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
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• 2
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
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SALT4Decompile: Inferring Source-level Abstract Logic Tree for LLM-Based Binary Decompilation
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Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners
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On Predictability of Reinforcement Learning Dynamics for Large Language Models
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• 9
Can We Verify Step by Step for Incorrect Answer Detection?
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UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
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UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
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Advancing Multimodal Reasoning Capabilities of Multimodal Large Language Models via Visual Perception Reward
Paper
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GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
Paper
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• 2
Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning
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Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving
Paper
• 2502.12022 • Published
Can LLMs Solve longer Math Word Problems Better?
Paper
• 2405.14804 • Published
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#2 opened about 1 year ago
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nielsr
xx18
published a dataset about 1 year ago