ENGLISH

Semi-Supervised Dependency Parsing

By Min Zhang (auth.) , Wenliang Chen

Book information

Publisher
Springer-Verlag Singapur
Year
2015
ISBN
978-981-287-551-8, 978-981-287-552-5
DOI
10.1007/978-981-287-552-5
Language
english
Format
PDF
Filesize
3 MB (3531545 bytes)
Edition
1
Pages
VIII, 144\149
Time added
2015-11-25 16:51:03
Computational Linguistics

Description

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.

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