The sentence discourse vector can hence be obtained by subtracting c 0 estimated by the first principal component ofc s 's on a set of sentences.
the sentence embeddings are obtained by a weighted average of the word vectors stripping away the syntax by subtracting the common discourse vector and down-weighting frequent tokens.