Refusal-Gated Decoding: Preserving Refusal Behavior Under High-Temperature Sampling.

arXiv:2607.20791v2 Announce Type: replace Abstract: Recent advances in truncation-based sampling have helped mitigate drawbacks of high-temperature sampling such as neural text degeneration, thereby enabling greater diversity without sacrificing coherence. How