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upvoted 2 papers 3 months ago

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published Feb 25 • 74

SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors

Paper • 2502.11167 • Published Feb 16 • 10

upvoted 2 papers 6 months ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68

Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation

Paper • 2411.00412 • Published Nov 1, 2024 • 10

upvoted a collection 7 months ago

🎯DART-Math

Collection

Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving [NeurIPS 2024] @ https://github.com/hkust-nlp/dart-math • 20 items • Updated Feb 19 • 7