That word vectors represent much of the information available in a dictionary definition is a convenient and almost miraculous side effect of trying to predict the context of a word. - article

There is a strong conceptual relation between bag-of-word representations of old days and word2vec. - compare evolutio from document vectors and term vectors to dense vector similar to word2vec. - Neural Word Embedding as Implicit Matrix Factorization

• Transforming everything to vectors with Deep Learning: from Word2Vec, Node2Vec, to Code2Vec and Data2Vec

• word2vec

• code2vec

• chess2vec

  • Learning Vector Representations for Chess