Doc2vec is the name of the gensim implementation of this paper [0]. Briefly, it creates document embeddings (document being anything on the level of phrases, to

Doc2vec is the name of the gensim implementation of this paper [0]. Briefly, it creates document embeddings (document being anything on the level of phrases, to sentences, to paragraphs and beyond) on the basis of either predicting a word given the context words (distributed memory -- DM), or predicting the context words given a word (distributed bag of words -- DBOW). [0] https://arxiv.org/abs/1405.4053 https://arxiv.org/abs/1405.4053