From Finite-State to Inversion Transductions: Toward Unsupervised Bilingual Grammar Induction.
Markus SaersKarteek AddankiDekai WuPublished in: COLING (2012)
Keyphrases
- finite state
- grammar induction
- word alignment
- machine translation
- statistical machine translation
- language processing
- markov chain
- finite state transducers
- markov decision processes
- unsupervised methods
- model checking
- natural language processing
- semi supervised
- context free grammars
- optimal policy
- cross lingual
- cross language information retrieval
- machine translation system
- markov networks
- cross language
- training corpus
- reinforcement learning
- machine learning
- information retrieval systems
- supervised learning
- state space
- knowledge representation
- active learning