Mimicking Word Embeddings using Subword RNNs

Yuval Pinter, Robert Guthrie, Jacob Eisenstein

Word embeddings improve generalization over lexical features by placing each word in a lower-dimensional space, using distributional information obtained from unlabeled data. Howev…