http://pantelis.github.io/cs301/docs/common/lectures/nlp/word2vec/ Recent content in Word2Vec Embeddings on CS-301 Hugo -- gohugo.io en-us http://pantelis.github.io/cs301/docs/common/lectures/nlp/word2vec/word2vec-workshop/ Mon, 01 Jan 0001 00:00:00 +0000 http://pantelis.github.io/cs301/docs/common/lectures/nlp/word2vec/word2vec-workshop/ Word2Vec Workshop # Example # The following example is from here. Consider the training corpus having the following sentences: “the dog saw a cat”, “the dog chased the cat”, “the cat climbed a tree” In this corpus $V=8$ and we are interested in creating word embeddings of order $d=3$. The parameter matrices are randomly initialized as $$W = \begin{bmatrix} 0.54 & 0.28 & 0.42\\0.84 & 0.00 & 0.