Introduces the Word Coverage Score (WCS) metric to quantify how sampling filters prune contextually appropriate low-frequency words in LLM outputs.
The alignment tax: Response homogenization in aligned llms and its implications for uncertainty estimation.arXiv preprint arXiv:2603.24124, 2026
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Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)
Introduces the Word Coverage Score (WCS) metric to quantify how sampling filters prune contextually appropriate low-frequency words in LLM outputs.