NWCAD uses a two-stream setup with a two-stage gate to prevent accuracy drops on baseline-correct items under non-informative contexts while retaining gains from helpful contexts.
shallow judging.Information Processing & Management, 54(1):37–59
2 Pith papers cite this work. Polarity classification is still indexing.
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A simple new retrieval quality measure correlates well with LLM response quality judgments without needing the total count of relevant documents.
citing papers explorer
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No-Worse Context-Aware Decoding: Preventing Neutral Regression in Context-Conditioned Generation
NWCAD uses a two-stream setup with a two-stage gate to prevent accuracy drops on baseline-correct items under non-informative contexts while retaining gains from helpful contexts.
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How important is Recall for Measuring Retrieval Quality?
A simple new retrieval quality measure correlates well with LLM response quality judgments without needing the total count of relevant documents.