Previous studies demonstrated that additive composition, which computes the (weighted) sum of embeddings, is a suitable method for embedding construction<cite> Wieting et al. 2016</cite> the number of character n-grams extracted from the word, and let S be the matrix whose i-th column corresponds to s i , that is, S = [s 1 , ..., s I ].