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Defining a gold standard for polar intensity ordering

  • In this paper, we report on an effort to develop a gold standard for the intensity ordering of subjective adjectives. Rather than pursue a complete order as produced by paying attention to the mean scores of human ratings only, we take into account to what extent assessors consistently rate pairs of adjectives relative to each other. We show that different available automatic methods for producing polar intensity scores produce results that correlate well with our gold standard, and discuss some conceptual questions surrounding the notion of polar intensity.

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Author:Jasper Brandes, Josef RuppenhoferGND
Parent Title (English):Proceedings des 8. Hildesheimer Evaluierungs- und Retrievalworkshop Hildesheim, 25.−26. April 2013 - Hildesheim
Publisher:Universität Hildesheim
Place of publication:Hildesheim
Editor:Joachim Griesbaum, Ben Heuwing, Josef Ruppenhofer, Katrin Werner
Document Type:Conference Proceeding
Year of first Publication:2013
Date of Publication (online):2016/06/29
Tag:Opinion Mining; Sentiment Analyse
First Page:31
Last Page:40
Dewey Decimal Classification:400 Sprache / 410 Linguistik / 410 Linguistik
Open Access?:Ja
Licence (German):License LogoCreative Commons - Namensnennung-Weitergabe unter gleichen Bedingungen 3.0 Deutschland