ACL Anthology Network (All About NLP) (beta) The Association Of Computational Linguistics Anthology Network |
ACL ID | E12-1031 |
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Title | CLex: A Lexicon for Exploring Color, Concept and Emotion Associations in Language |
Venue | Annual Meeting of The European Chapter of The Association of Computational Linguistics |
Session | Main Conference |
Year | 2012 |
Authors |
Existing concept-color-emotion lexicons limit themselves to small sets of basic emo- tions and colors, which cannot capture the rich pallet of color terms that humans use in communication. In this paper we begin to address this problem by building a novel, color-emotion-concept association lexicon via crowdsourcing. This lexicon, which we call CLEX, has over 2,300 color terms, over 3,000 affect terms and almost 2,000 con- cepts. We investigate the relation between color and concept, and color and emotion, reinforcing results from previous studies, as well as discovering new associations. We also investigate cross-cultural differences in color-emotion associations between US and India-based annotators.