2023
A linear time approximation of Wasserstein distance with word embedding selection
EMNLP 2023long main
Wasserstein distance, which can be computed by solving the optimal transport problem, is a powerful method for measuring the dissimilarity between documents. In the NLP community, it is referred to as word mover's distance (WMD). One of the key challenges of Wasserstein distance is its computational…