NaturalLanguageProcessing/Embedding at master · Nativeatom/NaturalLanguageProcessing · GitHub

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README.md		README.md

README.md

Embedding

Overview

Word2Vec

Overview by Xin Rong word2vec Parameter Learning Explained [[Video] (https://www.youtube.com/watch?v=D-ekE-Wlcds)]*
Explanation of Negative Sampling word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method
Connection of Negative Sampling and Mutual Information Neural Word Embedding as Implicit Matrix Factorization 14'

Variant

emoji2vec Ben Eisner emoji2vec : Learning Emoji Representations from their Description 15'

Glove