Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 521
LLM_RL
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Weak-to-Strong Generalization via Direct On-Policy Distillation
Paper • 2607.05394 • Published • 143 -
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement
Paper • 2607.23802 • Published • 96 -
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation
Paper • 2609.36484 • Published • 579