Did you ever read about Frogs drinking Coffee? Investigating the Compositionality of Multi-Emoji Expressions

• Autores: Rebeca Padilla López, Fabienne Cap
• Localización: 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis WASSA 2017: Proceedings of the Workshop / Alexandra Balahur Dobrescu (ed. lit.), Saif M. Mohammad (ed. lit.), Erik van der Goot (ed. lit.), 2017, ISBN 978-1-945626-95-1, págs. 113-117
• Idioma: inglés
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• Resumen

  • In this work, we present a first at- tempt to investigate multi-emoji expres- sions and whether they behave similarly to multiword expressions in terms of non- compositionality. We focus on the com- bination of the frog and the hot bever- age emoji, but also show some preliminary results for other non-compositional emoji combinations. We use off-the-shelf senti- ment analysers as well as manual classi- fications to approach the compositionality of these emoji combinations.