JMLR Special Topic on Grammar Induction, Representation of Language and Language Learning

Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning

Dorota Głowacka, John Shawe-Taylor, Alex Clark, Colin de la Higuera, Mark Johnson; 12(Apr):1425−1428, 2011.
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Covariance in Unsupervised Learning of Probabilistic Grammars

Shay B. Cohen, Noah A. Smith; 11(Nov):3017−3051, 2010.
[abs][pdf]

Inducing Tree-Substitution Grammars

Trevor Cohn, Phil Blunsom, Sharon Goldwater; 11(Nov):3053−3096, 2010.
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Incremental Sigmoid Belief Networks for Grammar Learning

James Henderson, Ivan Titov; 11(Dec):3541−3570, 2010.
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Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation

Yizhao Ni, Craig Saunders, Sandor Szedmak, Mahesan Niranjan; 12(Jan):1−30, 2011.
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Posterior Sparsity in Unsupervised Dependency Parsing

Jennifer Gillenwater, Kuzman Ganchev, João Graça, Fernando Pereira, Ben Taskar; 12(Feb):455−490, 2011.
[abs][pdf]