Part 3 · RelevanceChapter 8
BM25 from First Principles
Saturating term frequency, inverse document frequency, and length normalisation, with k1 and b as the dials.
The question
How much is this match worth?
The structure responsible
BM25
In this lab: Turn k1 and b and watch the curves and the ranking move together, with the arithmetic shown.
building the index…