Bilingual embeddings with random walks over multilingual wordnets.
Josu GoikoetxeaAitor SoroaEneko AgirrePublished in: Knowl. Based Syst. (2018)
Keyphrases
- random walk
- cross lingual
- language resources
- cross language
- chinese english
- cross language information retrieval
- parallel corpus
- comparable corpora
- cross lingual information retrieval
- machine translation
- bilingual lexicon
- language independent
- parallel corpora
- word alignment
- markov chain
- query translation
- machine translation system
- multilingual retrieval
- language modeling
- stationary distribution
- wordnet
- vector space
- link prediction
- transition probabilities
- low dimensional
- document retrieval
- document collections
- bilingual dictionaries
- directed graph
- text classification
- high dimensional data
- dimensionality reduction
- markov random walk
- text categorization
- indian languages
- information extraction
- transition probability matrix
- high dimensional
- dublin city university
- information retrieval