Speeding up Word Mover's Distance and its variants via properties of distances between embeddings.
Matheus WernerEduardo LaberPublished in: CoRR (2019)
Keyphrases
- distance measure
- distance function
- euclidean distance
- hamming distance
- shortest distance
- maximum distance
- distance matrix
- distance computation
- hausdorff distance
- minimum distance
- distance measurement
- desirable properties
- dissimilarity measure
- vector space
- word recognition
- co occurrence
- geometrical properties
- similarity measure
- relative distance
- euclidean space
- geodesic distance
- dimensionality reduction
- semi supervised
- knowledge base