Exploration of Gender Differences in COVID-19 Discourse on Reddit

August 13, 2020 ยท Declared Dead ยท ๐Ÿ› NLPCOVID19

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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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