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Comparing methods for deriving intensity scores for adjectives

  • We compare several different corpus- based and lexicon-based methods for the scalar ordering of adjectives. Among them, we examine for the first time a low- resource approach based on distinctive- collexeme analysis that just requires a small predefined set of adverbial modifiers. While previous work on adjective intensity mostly assumes one single scale for all adjectives, we group adjectives into different scales which is more faithful to human perception. We also apply the methods to both polar and non-polar adjectives, showing that not all methods are equally suitable for both types of adjectives.

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Metadaten
Author:Josef RuppenhoferGND, Michael Wiegand, Jasper Brandes
URN:urn:nbn:de:bsz:mh39-50387
URL:https://www.semanticscholar.org/search?q=comparing%20methods%20for%20deriving&sort=relevance&ae=false
Parent Title (English):Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, Gothenburg, Sweden, April 26-30 2014
Publisher:EACL
Place of publication:Sweden
Document Type:Conference Proceeding
Language:English
Year of first Publication:2014
Date of Publication (online):2016/07/04
Publicationstate:Veröffentlichungsversion
Reviewstate:(Verlags)-Lektorat
Tag:Adjective
GND Keyword:Adjektiv; Forschungsmethode; Korpus <Linguistik>; Lexikostatistik
First Page:117
Last Page:122
DDC classes:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft / 004 Informatik
Open Access?:ja
BDSL-Classification:Textwissenschaft
Linguistics-Classification:Computerlinguistik
Licence (German):License LogoUrheberrechtlich geschützt