Glowacka, D and Shawe-Taylor, J and Clark, A and de la Higuera, C and Johnson, M (2011) Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning. J MACH LEARN RES , 12 1425 - 1428.
Abstract
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.
| Type: | Article |
|---|---|
| Title: | Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning |
| Open access status: | An open access publication |
| Publisher version: | http://www.jmlr.org/ |
| Keywords: | machine translation, Bayesian inference, grammar induction, natural language parsing |
| UCL classification: | UCL > School of BEAMS > Faculty of Engineering Science > Computer Science |
Archive Staff Only: edit this record