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Multiword Expression Processing: A Survey.

Authors :
Constant, Mathieu
Eryiğit, Gülşen
Monti, Johanna
der Plas, Lonneke van
Ramisch, Carlos
Rosner, Michael
Todirascu, Amalia
Source :
Computational Linguistics. Dec2017, Vol. 43 Issue 4, p837-892. 56p.
Publication Year :
2017

Abstract

Multiword expressions (MWEs) are a class of linguistic forms spanning conventional word boundaries that are both idiosyncratic and pervasive across different languages. The structure of linguistic processing that depends on the clear distinction between words and phrases has to be re-thought to accommodate MWEs. The issue of MWE handling is crucial for NLP applications, where it raises a number of challenges. The emergence of solutions in the absence of guiding principles motivates this survey, whose aim is not only to provide a focused review of MWE processing, but also to clarify the nature of interactions between MWE processing and downstream applications. We propose a conceptual framework within which challenges and research contributions can be positioned. It offers a shared understanding of what is meant by "MWE processing," distinguishing the subtasks of MWE discovery and identification. It also elucidates the interactions between MWE processing and two use cases: Parsing and machine translation. Many of the approaches in the literature can be differentiated according to howMWE processing is timed with respect to underlying use cases. We discuss how such orchestration choices affect the scope of MWE-aware systems. For each of the two MWE processing subtasks and for each of the two use cases, we conclude on open issues and research perspectives. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08912017
Volume :
43
Issue :
4
Database :
Academic Search Index
Journal :
Computational Linguistics
Publication Type :
Academic Journal
Accession number :
126663449
Full Text :
https://doi.org/10.1162/COLI_a_00302