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Inductive Dependency Parsing by Joakim Nivre

Inductive Dependency Parsing

by Joakim Nivre
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Book cover type: Paperback
  • ISBN13: 9789048172184
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 212
  • Original Price: EUR 99.99
  • Language: English
  • Edition: N/A
  • Item Weight: 351 grams
  • BISAC Subject(s): Linguistics / Syntax, Artificial Intelligence / Natural Language Processing, and Computer Science

From the Back Cover

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.

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