Earth Mover's Distance (EMD) is a measure used in optimal transport theory to calculate the minimum "transportation cost" required to transform one distribution into another. WMD is an adaptation of EMD for natural language processing tasks, specifically for measuring the semantic similarity between text documents. WMD leverages the underlying geometry of word embeddings and uses EMD to compute the transportation cost between the word embeddings of two documents.