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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 Ruppenhofer
Parent Title (German):HIER 2013 - Proceedings des 8. Hildesheimer Evaluierungs- und Retrievalworkshop
Document Type:Conference Proceeding
Date of Publication (online):2013/07/08
Release Date:2013/07/08
Tag:Sentiment Analyse
Opinion Mining
GND Keyword:Computerlinguistik
First Page:31
Last Page:40
PPN:Link zum Katalog
Institutes:Fachbereich III / Informationswissenschaft und Sprachtechnologie
DDC classes:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft / 004 Informatik
Collections:Hildesheimer Evaluierungs- und Retrievalworkshop (HIER 2013)
Licence (German):License LogoCreative Commons - Namensnennung - Weitergabe unter gleichen Bedingungen 3.0