Minimum Bayes Risk decoding with a soft F1 utility improves LLM error-span detection over standard MAP decoding on WMT24, and DPO distillation recovers the gains at greedy-search speed.
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Minimum Bayes Risk Decoding for Error Span Detection in Reference-Free Automatic Machine Translation Evaluation
Minimum Bayes Risk decoding with a soft F1 utility improves LLM error-span detection over standard MAP decoding on WMT24, and DPO distillation recovers the gains at greedy-search speed.