Classification of Emotion Words in Russian and Romanian Languages

SOKOLOVA, Marina; BOBICEV, Victoria

dc.contributor.author	SOKOLOVA, Marina
dc.contributor.author	BOBICEV, Victoria
dc.date.accessioned	2021-04-08T12:57:14Z
dc.date.available	2021-04-08T12:57:14Z
dc.date.issued	2009
dc.identifier.citation	SOKOLOVA, Marina, BOBICEV, Victoria. Classification of Emotion Words in Russian and Romanian Languages. In: Proceedings of the International Conference (RANLP)-2009, Sept. 2009, Borovets, Bulgaria, 2009, pp. 416–420. Anthology ID R09-1075.	en_US
dc.identifier.uri	https://www.aclweb.org/anthology/R09-1075
dc.identifier.uri	http://repository.utm.md/handle/5014/14048
dc.description	Access full text: https://www.aclweb.org/anthology/R09-1075	en_US
dc.description.abstract	This paper presents a machine learning study of affective words in Russian and Romanian languages. We tag the word affective meaning by one of the WordNet Affect six labels anger, disgust, fear, joy, sadness, surprise and group into “positive” (joy, surprise) and “negative” (anger, disgust, fear, sadness) classes. We use the word spelling, a word form, to represent words in machine learning experiments to solve the multiclass classification and binary classification problems. The results show that the word form can be a reliable source of learning the affect.	en_US
dc.language.iso	en	en_US
dc.publisher	Association for Computational Linguistics	en_US
dc.rights	Attribution-NonCommercial-NoDerivs 3.0 United States	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.subject	phonosemantics	en_US
dc.subject	sentiment analysis	en_US
dc.subject	machine learning	en_US
dc.subject	Russian language	en_US
dc.subject	Romanian language	en_US
dc.title	Classification of Emotion Words in Russian and Romanian Languages	en_US
dc.type	Article	en_US