Detect before you disambiguate: perturbation-based input ambiguity detection in LLMs
Read the original at arxiv.org→arXiv:2610.36353v1 Announce Type: new Abstract: Large language models (LLMs) often answer ambiguous inputs as if they had a single intended meaning. This is problematic because input ambiguity is an upstream source...
Original headline: "Detect Before You Disambiguate: Perturbation-Based Input Ambiguity Detection in LLMs"
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- Oct 28, 04:00 UTC arXiv cs.CL lead source Detect Before You Disambiguate: Perturbation-Based Input Ambiguity Detection in LLMs