Teaching or conference talk · for advanced
A no nonsense intro to BM25
About this video
BM25 is a ranking formula for scoring how well documents match a query, and this video breaks down term frequency, document length, the k1 and b settings and a code demo.
Good to know: Technical; includes code
Why watch it
BM25 is the ranking formula behind most search engines, and this unpicks how it works. You get term frequency, document length and what the k1 and b settings do, plus code.
On the same topics
Teaching or conference talk
BM25 : The Most Important Text Metric in Data Science
Older: check current guidanceTeaching or conference talk
5. Index construction (1/3) - Information Retrieval - ETH Zurich - Spring 2022
Older: check current guidanceTeaching or conference talk
2.6 Inverted index (UvA - Information Retrieval - 2021)
Older: check current guidance