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Can someone explain a bit more on vector space model for words (and documents)? I first saw that approach in prof. Erik Demaine lecture on algorithms [1], and
by MichailP 10y ago
Can someone explain a bit more on vector space model for words (and documents)? I first saw that approach in prof. Erik Demaine lecture on algorithms [1], and also here. It's fascinating how linear algebra and vector spaces pop up in unexpected places.
[1] https://courses.csail.mit.edu/6.006/spring11/lectures/lec01.pdf https://courses.csail.mit.edu/6.006/spring11/lectures/lec01....
- stared 10y agoFor documents there are various approaches. I would suggest using Latent Dirichlet Allocation, see my links here: https://pinboard.in/search/u:pmigdal?query=lda https://pinboard.in/search/u:pmigdal?query=lda.