How to calculate the sentence similarity using word2vec model of gensim with python

Question

According to the Gensim Word2Vec, I can use the word2vec model in gensim package to calculate the similarity between 2 words.

e.g.

trained_model.simi         


        

Answer 1

There are extensions of Word2Vec intended to solve the problem of comparing longer pieces of text like phrases or sentences. One of them is paragraph2vec or doc2vec.

"Distributed Representations of Sentences and Documents" http://cs.stanford.edu/~quocle/paragraph_vector.pdf

http://rare-technologies.com/doc2vec-tutorial/