Glossary term
Re-ranking
A second retrieval stage in which a more precise model reorders candidate passages by relevance to the query.
First-stage retrieval is fast but approximate. A re-ranker, often a cross-encoder model, reads the query and each candidate together and scores relevance more accurately.
Re-ranking typically improves the quality of the few passages passed to the language model.
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