IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces.
Kelly MarchisioNeha VermaKevin DuhPhilipp KoehnPublished in: EMNLP (2022)
Keyphrases
- nearest neighbor searching
- vector space
- n gram
- co occurrence
- embedding space
- graph theory
- latent space
- word recognition
- word segmentation
- sentence level
- concept space
- euclidean space
- nonlinear dimensionality reduction
- graph isomorphism
- low dimensional spaces
- robust image watermarking
- geodesic distance
- data sets
- word sense disambiguation
- shortest path
- dimensionality reduction
- hidden markov models
- search algorithm
- keywords