diff --git a/Lectures/Lecture 02/README.md b/Lectures/Lecture 02/README.md index 63e6a43..8ee70c4 100644 --- a/Lectures/Lecture 02/README.md +++ b/Lectures/Lecture 02/README.md @@ -1,4 +1,30 @@ -# 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)