About: Combining Association Measures for Collocation Extraction

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We introduce the possibility of combining lexical association measures and present empirical results of several methods employed in automatic collocation extraction. First, we present a comprehensive summary overview of association measures and their performance on manually annotated data evaluated by precision-recall graphs and mean average precision. Second, we describe several classification methods for combining association measures, followed by their evaluation and comparison with individual measures. Finally, we propose a feature selection algorithm significantly reducing the number of combined measures with only a small performance degradation. We introduce the possibility of combining lexical association measures and present empirical results of several methods employed in automatic collocation extraction. First, we present a comprehensive summary overview of association measures and their performance on manually annotated data evaluated by precision-recall graphs and mean average precision. Second, we describe several classification methods for combining association measures, followed by their evaluation and comparison with individual measures. Finally, we propose a feature selection algorithm significantly reducing the number of combined measures with only a small performance degradation. (en)
Title	Combining Association Measures for Collocation Extraction Combining Association Measures for Collocation Extraction (en)
skos:prefLabel	Combining Association Measures for Collocation Extraction Combining Association Measures for Collocation Extraction (en)
skos:notation	RIV/00216208:11320/06:10077920!RIV11-MSM-11320___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(LC536), Z(MSM0021620838)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Schlesinger, Pavel 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	469116
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/06:10077920
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	extraction; collocation; measures; association; combining (en)
http://linked.open.../riv/klicoveSlovo	association collocation combining extraction measures
http://linked.open...ontrolniKodProRIV	[44BC051472D5]
http://linked.open...v/mistoKonaniAkce	Sydney, Australia
http://linked.open...i/riv/mistoVydani	Sydney, Australia
http://linked.open...i/riv/nazevZdroje	Proceedings of the 21th International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
http://linked.open...in/vavai/riv/obor	AI
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Integrated center for natural language processing
http://linked.open...UplatneniVysledku	2006
http://linked.open...iv/tvurceVysledku	Pecina, Pavel Schlesinger, Pavel
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2006-07-16 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Moderní metody, struktury a systémy informatiky
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Association for Computational Linguistics
https://schema.org/isbn	1-932432-65-5
http://localhost/t...ganizacniJednotka	11320

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