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Weighting Schemes

Weighting Schemes. Document Representation Tf-Idf scheme Some extensions of Tf-Idf BM-25 BM-25F. Document Representation. tf-idf weighting. Variant tf-idf functions. Variant tf-idf functions. BM-25. BM-25, IDF. Binary Independence Model. BM-25f. BM-25f. Reference.

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Weighting Schemes

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  1. Weighting Schemes Document Representation Tf-Idf scheme Some extensions of Tf-Idf BM-25 BM-25F

  2. Document Representation

  3. tf-idf weighting

  4. Variant tf-idf functions

  5. Variant tf-idf functions

  6. BM-25

  7. BM-25, IDF

  8. Binary Independence Model

  9. BM-25f

  10. BM-25f

  11. Reference • Stephen E. Robertson, Steve Walker, Susan Jones, Micheline Hancock-Beaulieu, and Mike Gatford. Okapi at TREC-3. In Proceedings of the Third Text Retrieval Conference (TREC 1994). Gaithersburg, USA, November 1994. • Christopher D. Manning, PrabhakarRaghavan, HinrichSchütze. An Introduction to Information Retrieval, Cambridge University Press, 2009, • Hugo Zaragoza, Nick Craswell, Michael Taylor, SuchiSaria, and Stephen Robertson. Microsoft Cambridge at TREC-13: Web and HARD tracks. In Proceedings of TREC-2004. • Integrating the Probabilistic Model BM25/BM25F into Lucene (http://nlp.uned.es/~jperezi/Lucene-BM25/)

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