From Word Embeddings To Document Distances

Matt J. Kusner, Yu Sun, Nicholas I. Kolkin, Kilian Q. Weinberger

Abstract: We present the Word Mover’s Distance (WMD), a novel distance function between text documents. Our work is based on recent results in word embeddings that learn semantically meaningful representatio...