Saying no but meaning yes: negation and sentiment analysis in Basque

Jon Alkorta, Koldo Gojenola, Mikel Iruskieta


Abstract
In this work, we have analyzed the effects of negation on the semantic orientation in Basque. The analysis shows that negation markers can strengthen, weaken or have no effect on sentiment orientation of a word or a group of words. Using the Constraint Grammar formalism, we have designed and evaluated a set of linguistic rules to formalize these three phenomena. The results show that two phenomena, strengthening and no change, have been identified accurately and the third one, weakening, with acceptable results.
Anthology ID:
W18-6213
Volume:
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis
Month:
October
Year:
2018
Address:
Brussels, Belgium
Editors:
Alexandra Balahur, Saif M. Mohammad, Veronique Hoste, Roman Klinger
Venue:
WASSA
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
85–90
Language:
URL:
https://aclanthology.org/W18-6213
DOI:
10.18653/v1/W18-6213
Bibkey:
Cite (ACL):
Jon Alkorta, Koldo Gojenola, and Mikel Iruskieta. 2018. Saying no but meaning yes: negation and sentiment analysis in Basque. In Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, pages 85–90, Brussels, Belgium. Association for Computational Linguistics.
Cite (Informal):
Saying no but meaning yes: negation and sentiment analysis in Basque (Alkorta et al., WASSA 2018)
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PDF:
https://aclanthology.org/W18-6213.pdf