Exploration of Gender Differences in COVID-19 Discourse on Reddit
August 13, 2020 ยท Declared Dead ยท ๐ NLPCOVID19
"No code URL or promise found in abstract"
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Authors
Jai Aggarwal, Ella Rabinovich, Suzanne Stevenson
arXiv ID
2008.05713
Category
cs.CL: Computation & Language
Cross-listed
cs.SI
Citations
22
Venue
NLPCOVID19
Last Checked
4 months ago
Abstract
Decades of research on differences in the language of men and women have established postulates about preferences in lexical, topical, and emotional expression between the two genders, along with their sociological underpinnings. Using a novel dataset of male and female linguistic productions collected from the Reddit discussion platform, we further confirm existing assumptions about gender-linked affective distinctions, and demonstrate that these distinctions are amplified in social media postings involving emotionally-charged discourse related to COVID-19. Our analysis also confirms considerable differences in topical preferences between male and female authors in spontaneous pandemic-related discussions.
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