Integrating the Probabilistic Models BM25/BM25F into Lucene

Details Integrating the Probabilistic Models BM25/BM25F into Lucene Integrating the Probabilistic Models BM25/BM25F into Lucene

2009-11-26

arxiv.org/abs/0911.5046v2

Computer Science

Information Retrieval

Software can be downloaded from: http://nlp.uned.es/~jperezi/Lucene-BM25/

Scientific paper

This document describes the BM25 and BM25F implementation using the Lucene
Java Framework. Both models have stood out at TREC by their performance and are
considered as state-of-the-art in the IR community. BM25 is applied to
retrieval on plain text documents, that is for documents that do not contain
fields, while BM25F is applied to documents with structure.

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