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most citedMedical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding

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cs.CL2026

References Improve LLM Alignment in Non-Verifiable Domains

Kejian Shi, Yixin Liu, Peifeng Wang +3

While Reinforcement Learning with Verifiable Rewards (RLVR) has shown strong effectiveness in reasoning tasks, it cannot be directly applied to non-verifiable domains lacking groun…