This is a popular algorithm in Information retrieval, especially useful for Full-text search.
It is similar to TF-IDF.
Useful links
- https://en.wikipedia.org/wiki/Okapi_BM25
- https://nlp.stanford.edu/IR-book/html/htmledition/okapi-bm25-a-non-binary-model-1.html
Citation
If you find this work useful, please cite it as:
@article{yaltirakli,
title = "Okapi BM25",
author = "Yaltirakli, Gokberk",
journal = "gkbrk.com",
year = "2024",
url = "https://www.gkbrk.com/okapi-bm25"
}
Not using BibTeX? Click here for more citation styles.
IEEE Citation Gokberk Yaltirakli, "Okapi BM25", December, 2024. [Online]. Available: https://www.gkbrk.com/okapi-bm25. [Accessed Dec. 24, 2024].
APA Style Yaltirakli, G. (2024, December 24). Okapi BM25. https://www.gkbrk.com/okapi-bm25
Bluebook Style Gokberk Yaltirakli, Okapi BM25, GKBRK.COM (Dec. 24, 2024), https://www.gkbrk.com/okapi-bm25