Download the latest English wikipedia dump Extract and clean texts from the downloaded wikipedia dump Pre-process the wikipedia corpus Train word2vec model on the processed corpus to produce word ...

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

Abstract: In text, word2vec transforms each word into a fixed-size vector used as the basic component in applications of natural language processing. Given a large collection of unannotated audio, ...

Abstract: Word Embedding is the optimal tool for many Natural Language Processing (NLP) tasks, especially those that require native input as a text feature. In this study, we will try to compare the ...

Consider the words "man", "woman", "boy", and "girl". Two of them refer to males, and two to females. Also, two of them refer to adults, and two to children. We can ...