About: Determining Compositionality of Word Expressions Using Various Word Space Models and Measures

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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 expressions. Many combinations of 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, compositionali 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 expressions. Many combinations of 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, compositionali (en)
Title	Determining Compositionality of Word Expressions Using Various Word Space Models and Measures Determining Compositionality of Word Expressions Using Various Word Space Models and Measures (en)
skos:prefLabel	Determining Compositionality of Word Expressions Using Various Word Space Models and Measures Determining Compositionality of Word Expressions Using Various Word Space Models and Measures (en)
skos:notation	RIV/00216208:11320/13:10194654!RIV14-GA0-11320___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GBP103/12/G084)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Pecina, Pavel
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	68974
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/13:10194654
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	measures; models; space; word; various; using; expressions; word; compositionality; determining (en)
http://linked.open.../riv/klicoveSlovo	various expressions using measures models space word determining compositionality
http://linked.open...ontrolniKodProRIV	[67558CCB0553]
http://linked.open...v/mistoKonaniAkce	Sofia, Bulgaria
http://linked.open...i/riv/mistoVydani	Stroudsburg, PA, USA
http://linked.open...i/riv/nazevZdroje	Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Center for Large Scale Multi-modal Data Interpretation
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Ježek, Karel Krčmář, Lubomír Pecina, Pavel
http://linked.open...vavai/riv/typAkce	CST - Celostátní
http://linked.open.../riv/zahajeniAkce	2013-08-09 (xsd:date)
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	The Association for Computational Linguistics
https://schema.org/isbn	978-1-937284-67-1
http://localhost/t...ganizacniJednotka	11320

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