Introduction to the special topic on grammar induction, Representation of language and language learning

Dorota Glowacka; John Shawe-Taylor; Alexander Clark; Colin De La Higuera; Mark Johnson

Introduction to the special topic on grammar induction, Representation of language and language learning

Dorota Glowacka^*, John Shawe-Taylor, Alexander Clark, Colin De La Higuera, Mark Johnson

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

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.

Original language	English
Pages (from-to)	1425-1428
Number of pages	4
Journal	Journal of Machine Learning Research
Volume	12
Publication status	Published - Apr 2011

Cite this

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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.",

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AU - Johnson, Mark

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AB - 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.

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Introduction to the special topic on grammar induction, Representation of language and language learning

Abstract

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