Word Distance between Word Embeddings

Word Mover’s Distance (WMD) is proposed fro distance measurement between 2 documents (or sentences). It leverages Word Embeddings power to overcome those basic distance measurement limitations.

WMD[1] was introduced by Kusner et al. in 2015. Instead of using Euclidean Distance and other bag-of-words based distance measurement, they proposed to use word embeddings to calculate the similarities. To…