Machine Learning
Machine Learning
The LRC machine translation system
Computational Linguistics - Special issue on machine translation
Covariance in Unsupervised Learning of Probabilistic Grammars
The Journal of Machine Learning Research
Inducing Tree-Substitution Grammars
The Journal of Machine Learning Research
Incremental Sigmoid Belief Networks for Grammar Learning
The Journal of Machine Learning Research
Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation
The Journal of Machine Learning Research
Posterior Sparsity in Unsupervised Dependency Parsing
The Journal of Machine Learning Research
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Grammar induction refers to the process of learning grammars and languages from data; this finds a variety of applications in syntactic pattern recognition, the modeling of natural language acquisition, data mining and machine translation. This special topic contains several papers presenting some of recent developments in the area of grammar induction and language learning, as applied to various problems in Natural Language Processing, including supervised and unsupervised parsing and statistical machine translation.