Topology of Word Embeddings: Singularities Reflect Polysemy.
Alexander JakubowskiMilica GasicMarcus ZibrowiusPublished in: CoRR (2020)
Keyphrases
- word sense disambiguation
- co occurrence
- wordnet
- word recognition
- linguistic knowledge
- distance measure
- n gram
- vector space
- data sets
- keywords
- high dimensional
- euclidean space
- dimensionality reduction
- related words
- topology preserving
- manifold learning
- low dimensional
- natural language processing
- information extraction
- data points
- multiscale
- feature extraction
- machine learning