Unsupervised Hyperalignment for Multilingual Word Embeddings.
Jean AlauxEdouard GraveMarco CuturiArmand JoulinPublished in: CoRR (2018)
Keyphrases
- language specific
- pointwise mutual information
- language independent
- n gram
- unsupervised learning
- parallel corpus
- cross lingual
- syntactic categories
- co occurrence
- vector space
- semi supervised
- cross language
- supervised learning
- lexical semantics
- machine translation system
- information extraction
- word pairs
- grammar induction
- cross language information retrieval
- word recognition
- word segmentation
- word sense
- euclidean space
- low dimensional
- dimensionality reduction
- digital libraries
- unsupervised manner
- machine learning
- bilingual dictionaries
- manifold learning
- high dimensional data
- lexical information