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[WIP] Take note of lecture 2 #13

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[WIP] Take note of lecture 2 #13

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nvti Feb 26, 2020
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28 changes: 27 additions & 1 deletion Lectures/Lecture 02/README.md
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# Word Vectors 2 and Word Senses
# Lecture 2: Word Vectors, WordSenses and Classifier Review

## Table of content
1. [Word2vec](#word2vec)
1. [Gradient Descent](#gradient-descent)
1. [Co-occurrence matrix](#co-occurrence-matrix)
1. [GloVe](#glove)
1. [Evaluate word vectors](#evaluate-word-vectors)
1. [Word senses and word sense ambiguity](#word-senses-and-word-sense-ambiguity)
1. [Classification review and notation](#classification-review-and-notation)
1. [Reference](#reference)

## Word2vec

## Gradient Descent

## Co-occurrence matrix

## GloVe

## Evaluate word vectors

## Word senses and word sense ambiguity

## Classification review and notation

## Reference

- [Slide](http://web.stanford.edu/class/cs224n/slides/cs224n-2020-lecture02-wordvecs2.pdf)
- [Note](http://web.stanford.edu/class/cs224n/readings/cs224n-2019-notes02-wordvecs2.pdf)
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