Word2vec Articles

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1/21/2019 • EN

Explains how Graph Neural Networks and node2vec use graph structure and random walks to generate embeddings for machine learning tasks.

Deep Learning Embeddings Graph Neural Networks Machine Learning Word2vec

4/8/2018 • EN

Explores word morphing using word2vec embeddings and A* search to find semantic paths between words, like 'tooth' to 'light'.

A Algorithm Embeddings Graph Search Natural Language Processing Word2vec

1/6/2017 • EN

Explains the word2vec algorithm and the famous 'king - man + woman = queen' analogy using vector arithmetic and word co-occurrences.

Glove Natural Language Processing Vector Arithmetic Word Embeddings Word2vec

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