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additional_readings.txt
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21 lines (18 loc) · 925 Bytes
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Count based word embeddinigs:
- Word Meaning and Similarity
- http://web.stanford.edu/class/cs124/lec/vectorsemantics.video.pdf
- Word embedding
- https://medium.com/data-science-group-iitr/word-embedding-2d05d270b285
SVD:
- A slow friendly introduction to SVD
- https://davetang.org/file/Singular_Value_Decomposition_Tutorial.pdf
- CS168 tutorials:
- https://web.stanford.edu/class/cs168/l/l7.pdf
- http://theory.stanford.edu/~tim/s15/l/l8.pdf
- https://web.stanford.edu/class/cs168/l/l9.pdf
- Truncated SVD
- https://en.wikipedia.org/wiki/Singular_value_decomposition#Truncated_SVD
CS168:
- https://web.stanford.edu/class/cs168/index.html
- "This course will provide a rigorous and hands-on introduction to the central ideas
and algorithms that constitute the core of the modern algorithms toolkit."