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ENTITY Detect Before You Disambiguate: Perturbation-Based Input Ambiguity Detection in LLMs

Detect Before You Disambiguate: Perturbation-Based Input Ambiguity Detection in LLMs

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  1. TOOL · CL_327086 ·

    New framework detects input ambiguity in LLMs before answering

    Researchers have developed a new framework for detecting ambiguity in large language model (LLM) inputs before the model attempts to answer. This method uses label-preserving perturbations to identify when a prompt has …