TY  - BOOK
AU  - Nivre,Joakim
ED  - SpringerLink (Online service)
TI  - Inductive Dependency Parsing
T2  - Text, Speech and Language Technology,
SN  - 9781402048890
U1  - 410 23
PY  - 2006///
CY  - Dordrecht
PB  - Springer Netherlands
KW  - LINGUISTICS
KW  - ARTIFICIAL INTELLIGENCE
KW  - TRANSLATORS (COMPUTER PROGRAMS)
KW  - INFORMATION SYSTEMS
KW  - COMPUTATIONAL LINGUISTICS
KW  - GRAMMAR, COMPARATIVE AND GENERAL
KW  - SYNTAX
KW  - LINGUISTICS (GENERAL)
KW  - ARTIFICIAL INTELLIGENCE (INCL. ROBOTICS)
KW  - LANGUAGE TRANSLATION AND LINGUISTICS
KW  - COMPUTER APPL. IN ARTS AND HUMANITIES
N1  - Natural Language Parsing -- Dependency Parsing -- Inductive Dependency Parsing -- Treebank Parsing -- Conclusion
N2  - 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
UR  - http://dx.doi.org/10.1007/1-4020-4889-0
ER  -