Determining Compositio nality of Word Expressions Using Various Word Space Models and Measueres
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F13%3A43919203" target="_blank" >RIV/49777513:23520/13:43919203 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Determining Compositio nality of Word Expressions Using Various Word Space Models and Measueres
Original language description
This paper presents a comparative study of 5 different types of Word Space Models (WSMs) combined with 4 different compositionality measures applied to the task of automatically determining semantic compositionality of word xpressions. Many combinationsof WSMs and measures have never been applied to the task before. The study follows Biemann and Giesbrecht (2011) who attempted to find a list of expressions for which the compositionality assumption ? the meaning of an expression is determined by the meaning of its constituents and their combination ? does not hold. Our results are very promising and can be appreciated by those interested in WSMs, compositionality, and/or relevant evaluation methods.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0090" target="_blank" >ED1.1.00/02.0090: NTIS - New Technologies for Information Society</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the workshop on continuous vector space models and their compositionality
ISBN
978-1-937284-67-1
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
64-73
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg
Event location
Sofia
Event date
Aug 9, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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