Speeding up Word Mover's Distance and Its Variants via Properties of Distances Between Embeddings.
Matheus WernerEduardo LaberPublished in: ECAI (2020)
Keyphrases
- distance measure
- euclidean distance
- distance function
- maximum distance
- minimum distance
- hamming distance
- triangular inequality
- low dimensional
- desirable properties
- string edit distance
- relative distance
- distance computation
- hausdorff distance
- dissimilarity measure
- neural network
- vector space
- n gram
- word recognition
- dimensionality reduction
- distance measurement
- co occurrence
- nearest neighbor
- feature space
- information retrieval