ENGLISH

Multiword Expressions Acquisition: A Generic and Open Framework

By Carlos Ramisch (auth.)

Book information

Publisher
Springer International Publishing
Year
2015
ISBN
978-3-319-09206-5, 978-3-319-09207-2
DOI
10.1007/978-3-319-09207-2
Language
english
Format
PDF
Filesize
3 MB (3513581 bytes)
Series
Theory and Applications of Natural Language Processing
Edition
1
Pages
230\233
Time added
2014-11-10 20:00:00
Document Preparation and Text Processing; Computat

Description

​This book is an excellent introduction to multiword expressions. It provides a unique, comprehensive and up-to-date overview of this exciting topic in computational linguistics. The first part describes the diversity and richness of multiword expressions, including many examples in several languages. These constructions are not only complex and arbitrary, but also much more frequent than one would guess, making them a real nightmare for natural language processing applications. The second part introduces a new generic framework for automatic acquisition of multiword expressions from texts. Furthermore, it describes the accompanying free software tool, the mwetoolkit, which comes in handy when looking for expressions in texts (regardless of the language). Evaluation is greatly emphasized, underlining the fact that results depend on parameters like corpus size, language, MWE type, etc. The last part contains solid experimental results and evaluates the mwetoolkit, demonstrating its usefulness for computer-assisted lexicography and machine translation. This is the first book to cover the whole pipeline of multiword expression acquisition in a single volume. It is addresses the needs of students and researchers in computational and theoretical linguistics, cognitive sciences, artificial intelligence and computer science. Its good balance between computational and linguistic views make it the perfect starting point for anyone interested in multiword expressions, language and text processing in general.

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