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

no code implementations • 7 Mar 2020 • Noel Kennedy, Imogen Schofield, Dave C. Brodbelt, David B. Church, Dan G. O'Neill

We show that a max-margin hyperplane can separate target tokens and that vectors orthogonal to this hyperplane represent the relationship between source and targets.

Word Embeddings