Unsupervised Hyper-alignment for Multilingual Word Embeddings.
Jean AlauxEdouard GraveMarco CuturiArmand JoulinPublished in: ICLR (Poster) (2019)
Keyphrases
- word level
- language independent
- word alignment
- parallel corpus
- cross lingual
- pointwise mutual information
- language specific
- syntactic categories
- vector space
- grammar induction
- unsupervised learning
- sentence pairs
- machine translation
- n gram
- semi supervised
- co occurrence
- digital libraries
- low dimensional
- dynamic time warping
- image alignment
- manifold alignment
- dimensionality reduction
- word segmentation
- supervised learning
- machine learning
- machine translation system
- bilingual dictionaries
- keywords
- feature selection
- natural language
- language resources
- lexical semantics
- statistical machine translation
- word pairs
- euclidean space
- high dimensional data