Revisiting Queer Minorities in Lexicons

Krithika Ramesh, Sumeet Kumar, Ashiqur Khudabukhsh


Abstract
Lexicons play an important role in content moderation often being the first line of defense. However, little or no literature exists in analyzing the representation of queer-related words in them. In this paper, we consider twelve well-known lexicons containing inappropriate words and analyze how gender and sexual minorities are represented in these lexicons. Our analyses reveal that several of these lexicons barely make any distinction between pejorative and non-pejorative queer-related words. We express concern that such unfettered usage of non-pejorative queer-related words may impact queer presence in mainstream discourse. Our analyses further reveal that the lexicons have poor overlap in queer-related words. We finally present a quantifiable measure of consistency and show that several of these lexicons are not consistent in how they include (or omit) queer-related words.
Anthology ID:
2022.woah-1.23
Volume:
Proceedings of the Sixth Workshop on Online Abuse and Harms (WOAH)
Month:
July
Year:
2022
Address:
Seattle, Washington (Hybrid)
Editors:
Kanika Narang, Aida Mostafazadeh Davani, Lambert Mathias, Bertie Vidgen, Zeerak Talat
Venue:
WOAH
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
245–251
Language:
URL:
https://aclanthology.org/2022.woah-1.23
DOI:
10.18653/v1/2022.woah-1.23
Bibkey:
Cite (ACL):
Krithika Ramesh, Sumeet Kumar, and Ashiqur Khudabukhsh. 2022. Revisiting Queer Minorities in Lexicons. In Proceedings of the Sixth Workshop on Online Abuse and Harms (WOAH), pages 245–251, Seattle, Washington (Hybrid). Association for Computational Linguistics.
Cite (Informal):
Revisiting Queer Minorities in Lexicons (Ramesh et al., WOAH 2022)
Copy Citation:
PDF:
https://aclanthology.org/2022.woah-1.23.pdf
Video:
 https://aclanthology.org/2022.woah-1.23.mp4
Code
 stolenpyjak/revisiting-queer-lexicons