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Ivan Kochergin

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#natural language process... Preprint Oct 2026

Better Retrievers, Worse Labels: How Incomplete Relevance Judgments Distort Abstention Evaluation in Conversational RAG

A convenient shortcut reads sufficiency off the relevance judgments and treats a context without gold documents as unanswerable, and is released, and recommended scoring refusals against content labels, not the presence of gold.

Ivan Kochergin, Vasily Konovalov · 0 citations

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