2 papers
cs.CL2016
Semi-supervised Word Sense Disambiguation with Neural Models
Dayu Yuan, Julian Richardson, Ryan Doherty +2
Determining the intended sense of words in text - word sense disambiguation (WSD) - is a long standing problem in natural language processing. Recently, researchers have shown prom…
cs.CL2016
Swivel: Improving Embeddings by Noticing What's Missing
Noam Shazeer, Ryan Doherty, Colin Evans +1
We present Submatrix-wise Vector Embedding Learner (Swivel), a method for generating low-dimensional feature embeddings from a feature co-occurrence matrix. Swivel performs approxi…