Word Mover's Distance (WMD) is a technique used to measure the semantic similarity between two text documents. It takes into account the underlying geometry of word embeddings, which are vector representations of words that capture their meanings. By comparing the distances between word embeddings in two documents, WMD can determine how similar the documents are in terms of their semantic content.