2 papers
cs.CL2017
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…
cs.CL2016
Morphological Priors for Probabilistic Neural Word Embeddings
Parminder Bhatia, Robert Guthrie, Jacob Eisenstein
Word embeddings allow natural language processing systems to share statistical information across related words. These embeddings are typically based on distributional statistics,…