Discovering linguistic (ir)regularities in word embeddings through max-margin separating hyperplanes

Noel Kennedy, Imogen Schofield, Dave C. Brodbelt +2

We experiment with new methods for learning how related words are positioned relative to each other in word embedding spaces. Previous approaches learned constant vector offsets: v…