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Social and Emotional Correlates of Capitalization on Twitter

Sophia Chan, Alona Fyshe


Abstract
Social media text is replete with unusual capitalization patterns. We posit that capitalizing a token like THIS performs two expressive functions: it marks a person socially, and marks certain parts of an utterance as more salient than others. Focusing on gender and sentiment, we illustrate using a corpus of tweets that capitalization appears in more negative than positive contexts, and is used more by females compared to males. Yet we find that both genders use capitalization in a similar way when expressing sentiment.
Anthology ID:
W18-1102
Volume:
Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media
Month:
June
Year:
2018
Address:
New Orleans, Louisiana, USA
Editors:
Malvina Nissim, Viviana Patti, Barbara Plank, Claudia Wagner
Venue:
PEOPLES
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
10–15
Language:
URL:
https://aclanthology.org/W18-1102
DOI:
10.18653/v1/W18-1102
Bibkey:
Cite (ACL):
Sophia Chan and Alona Fyshe. 2018. Social and Emotional Correlates of Capitalization on Twitter. In Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media, pages 10–15, New Orleans, Louisiana, USA. Association for Computational Linguistics.
Cite (Informal):
Social and Emotional Correlates of Capitalization on Twitter (Chan & Fyshe, PEOPLES 2018)
Copy Citation:
PDF:
https://aclanthology.org/W18-1102.pdf