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Showing 411420 of 1596 papers

TitleStatusHype
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!Code7
Goedel-Prover: A Frontier Model for Open-Source Automated Theorem ProvingCode3
O1 Embedder: Let Retrievers Think Before Action0
CodeI/O: Condensing Reasoning Patterns via Code Input-Output PredictionCode4
Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical ReasoningCode0
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time ScalingCode3
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations0
Exploring the Limit of Outcome Reward for Learning Mathematical ReasoningCode2
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought TemplatesCode4
On the Emergence of Thinking in LLMs I: Searching for the Right IntuitionCode2
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