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Understanding the BM25 Formula: A Practical Guide to Modern Information Retrieval
BM25 is one of the most widely used algorithms for ranking search results. It determines how relevant a document is to a query by analyzing term frequency, term rarity, and document length. Despite being developed decades ago, BM25 remains a foundation of modern search systems.
Written byKatherine Holland
Published onFebruary 11, 2026
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