Chat-style prompt templates systematically reduce the semantic and topical diversity of LLM outputs compared to minimal, format-free prompts, even under high-temperature sampling.
Each input consists of a sentence with an ambiguous pronoun that must be resolved to the correct antecedent
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The Price of Format: Diversity Collapse in LLMs
Chat-style prompt templates systematically reduce the semantic and topical diversity of LLM outputs compared to minimal, format-free prompts, even under high-temperature sampling.