Word vectors to Sentence Vectors How can I use the vectors of words in a sentence to get the vector of that sentence . I have used strategies like - Averaging the individual word vectors or a tf-idf weighted combination of the words . While these hacks work , there are obvious problems with these . Wanted to know what would be some other way to do this
In this paper a state of the art method (unsupervised smoothed inverse frequency) is described, you can find an implementation of this method here.