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upvoted a paper 8 days ago

SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review

upvoted a paper 3 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

upvoted a paper 3 months ago

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

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upvoted a paper 8 days ago

SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review

Paper • 2607.06065 • Published 11 days ago • 8

upvoted 3 papers 3 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 329

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

Paper • 2604.04921 • Published Apr 6 • 117

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 180

upvoted 3 papers 4 months ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published Mar 25 • 57

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 189

Progressive Residual Warmup for Language Model Pretraining

Paper • 2603.05369 • Published Mar 5 • 36

upvoted a paper 5 months ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 95