Model-based Word Embeddings from Decompositions of Count Matrices.
Karl StratosMichael CollinsDaniel J. HsuPublished in: ACL (1) (2015)
Keyphrases
- singular value decomposition
- co occurrence
- decomposition methods
- n gram
- word sense disambiguation
- vector space
- low dimensional
- word segmentation
- dimensionality reduction
- manifold learning
- related words
- pairwise comparison
- text categorization
- least squares
- euclidean space
- word recognition
- statistical machine translation
- text corpus