On the Convergent Properties of Word Embedding Methods

Yingtao Tian, Vivek Kulkarni, Bryan Perozzi +1

Do word embeddings converge to learn similar things over different initializations? How repeatable are experiments with word embeddings? Are all word embedding techniques equally r…