Bilingual Embeddings with Random Walks over Multilingual Wordnets.
Josu GoikoetxeaAitor SoroaEneko AgirrePublished in: CoRR (2018)
Keyphrases
- random walk
- cross lingual
- language resources
- cross language
- cross language information retrieval
- chinese english
- parallel corpus
- comparable corpora
- machine translation
- cross lingual information retrieval
- bilingual lexicon
- query translation
- multilingual retrieval
- vector space
- link prediction
- parallel corpora
- language independent
- machine translation system
- markov chain
- language modeling
- transition probabilities
- low dimensional
- word alignment
- directed graph
- stationary distribution
- manifold learning
- flow graph
- text classification
- dimensionality reduction
- markov random walk
- text categorization
- bilingual dictionaries
- web graph
- high dimensional data
- language model
- co occurrence