Semi-Supervised Dependency Parsing

Chen, Wenliang; Zhang, Min

ISBN 10: 9812875514 / ISBN 13: 9789812875518

Published by Springer, 2015

About this Item

Print on Demand pp. 156.

Seller Inventory # 373586064

Bibliographic Details

• Title: Semi-Supervised Dependency Parsing
• Publisher: Springer
• Publication Date: 2015
• Language: English
• ISBN 10: 9812875514
• ISBN 13: 9789812875518
• Binding: Hardcover
• Condition: New

About this title

Synopsis

This book presents a comprehensive overview of semi-supervised approaches to dependency parsing. Having become increasingly popular in recent years, one of the main reasons for their success is that they can make use of large unlabeled data together with relatively small labeled data and have shown their advantages in the context of dependency parsing for many languages. Various semi-supervised dependency parsing approaches have been proposed in recent works which utilize different types of information gleaned from unlabeled data. The book offers readers a comprehensive introduction to these approaches, making it ideally suited as a textbook for advanced undergraduate and graduate students and researchers in the fields of syntactic parsing and natural language processing.