Parsing beyond context-free grammars

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Given that context-free grammars (CFG) cannot adequately describe natural languages, grammar formalisms beyond CFG that are still computationally tractable are of central interest for computational linguists. This book provides an extensive overview of the formal language landscape between CFG and PTIME, moving from Tree Adjoining Grammars to Multiple Context-Free Grammars and then to Range Concatenation Grammars while explaining available parsing techniques for these formalisms. Although familiarity with the basic notions of parsing and formal languages is helpful when reading this book, it is not a strict requirement. The presentation is supported with many illustrations and examples relating to the different formalisms and algorithms, and chapter summaries, problems and solutions. The book will be useful for students and researchers in computational linguistics and in formal language theory.

Author(s): Laura Kallmeyer (auth.)
Series: Cognitive Technologies 0
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010

Language: English
Pages: 248
Tags: Computational Linguistics; Language Translation and Linguistics

Front Matter....Pages i-xii
Introduction....Pages 1-15
Grammar Formalisms for Natural Languages....Pages 17-40
Parsing: Preliminaries....Pages 41-52
Tree Adjoining Grammars....Pages 53-75
Parsing Tree Adjoining Grammars....Pages 77-108
Multiple Context-Free Grammars and Linear Context-Free Rewriting Systems....Pages 109-129
Parsing MCFG, LCFRS and Simple RCG....Pages 131-156
Range Concatenation Grammars....Pages 157-175
Parsing Range Concatenation Grammars....Pages 177-192
Automata....Pages 193-214
Back Matter....Pages 215-247