Nivre, Joakim. <br/><br/>
Inductive Dependency Parsing  [electronic resource] / 
by Joakim Nivre. 
 - XI, 216 p.  online resource. 
 - Text, Speech and Language Technology,  34  1386-291X ; .
 - Text, Speech and Language Technology,  34 .
<br/><br/>Natural Language Parsing -- Dependency Parsing -- Inductive Dependency Parsing -- Treebank Parsing -- Conclusion. 
<br/><br/> This book provides an in-depth description of the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. This methodology is based on two essential components: dependency-based syntactic representations and a data-driven approach to syntactic parsing. More precisely, it is based on a deterministic parsing algorithm in combination with inductive machine learning to predict the next parser action. The book includes a theoretical analysis of all central models and algorithms, as well as a thorough empirical evaluation of memory-based dependency parsing, using data from Swedish and English. Offering the reader a one-stop reference to dependency-based parsing of natural language, it is intended for researchers and system developers in the language technology field, and is also suited for graduate or advanced undergraduate education. 
<br/><br/><label>ISBN: </label>9781402048890 99781402048890 
<br/><br/><label>Standard No.: </label>10.1007/1-4020-4889-0  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>LINGUISTICS.<br/>ARTIFICIAL INTELLIGENCE.<br/>TRANSLATORS (COMPUTER PROGRAMS).<br/>INFORMATION SYSTEMS.<br/>COMPUTATIONAL LINGUISTICS.<br/>GRAMMAR, COMPARATIVE AND GENERAL--SYNTAX.<br/>LINGUISTICS.<br/>LINGUISTICS (GENERAL).<br/>ARTIFICIAL INTELLIGENCE (INCL. ROBOTICS).<br/>LANGUAGE TRANSLATION AND LINGUISTICS.<br/>COMPUTER APPL. IN ARTS AND HUMANITIES.<br/>COMPUTATIONAL LINGUISTICS.<br/>SYNTAX.
<br/><br/><label>Dewey Class. No.: </label>410