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Learning to Refine Hidden States for Reliable LLM Reasoning

cs.LG · 2026-06-16 · unverdicted · novelty 6.0 · 2 refs

ReLAR uses reinforcement-guided latent refinement with adaptive controllers to improve LLM reasoning accuracy and stability at lower inference cost than explicit reasoning methods.

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  • Learning to Refine Hidden States for Reliable LLM Reasoning cs.LG · 2026-06-16 · unverdicted · none · ref 5 · 2 links

    ReLAR uses reinforcement-guided latent refinement with adaptive controllers to improve LLM reasoning accuracy and stability at lower inference cost than explicit reasoning methods.