Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings.
Christos XypolopoulosAntoine J.-P. TixierMichalis VazirgiannisPublished in: CoRR (2020)
Keyphrases
- multiresolution
- word sense disambiguation
- segmentation of textured images
- wavelet transform
- pointwise mutual information
- coarse to fine
- contextual information
- syntactic categories
- unsupervised learning
- semi supervised
- vector space
- quadtree
- co occurrence
- lexical semantics
- natural language processing
- wordnet
- supervised learning
- variable resolution
- word recognition
- word segmentation
- keywords
- machine learning
- context sensitive
- word sense
- manifold learning
- wavelet coefficients
- multiresolution representation
- n gram
- low dimensional
- euclidean space
- grid computing
- topic modeling
- grammar induction
- speech recognition
- grid points
- information extraction