Inductive Dependency Parsing
by
Nivre, Joakim. author.
Title
:
Inductive Dependency Parsing
Author
:
Nivre, Joakim. author.
ISBN
:
9781402048890
Personal Author
:
Nivre, Joakim. author.
Physical Description
:
XII, 212 p. online resource.
Series
:
Text, Speech and Language Technology, 34
Contents
:
Natural Language Parsing -- Dependency Parsing -- Inductive Dependency Parsing -- Treebank Parsing -- Conclusion.
Abstract
:
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.
Subject Term
:
Linguistics.
Artificial intelligence.
Translators (Computer programs).
Information systems.
Computational linguistics.
Grammar, Comparative and general -- Syntax.
Linguistics (general).
Artificial Intelligence (incl. Robotics).
Language Translation and Linguistics.
Computer Appl. in Arts and Humanities.
Syntax.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 507048-1001 | P1 -1091 | Online Springer |