Topology of Word Embeddings: Singularities Reflect Polysemy.
Alexander JakubowskiMilica GasicMarcus ZibrowiusPublished in: *SEM@COLING (2020)
Keyphrases
- word sense disambiguation
- n gram
- dimensionality reduction
- co occurrence
- natural language processing
- vector space
- latent semantic indexing
- wordnet
- word recognition
- euclidean space
- data points
- multiscale
- data sets
- information retrieval
- word meaning
- small world
- word sense
- text classification
- word segmentation
- pattern matching
- low dimensional
- information extraction
- high dimensional
- knowledge base
- search engine
- neural network