ABLIMET @LT-EDI-ACL2022: A Roberta based Approach for Homophobia/Transphobia Detection in Social Media

Abulimiti Maimaitituoheti


Abstract
This paper describes our system that participated in LT-EDI-ACL2022- Homophobia/Transphobia Detection in Social Media. Sexual minorities face a lot of unfair treatment and discrimination in our world. This creates enormous stress and many psychological problems for sexual minorities. There is a lot of hate speech on the internet, and Homophobia/Transphobia is the one against sexual minorities. Identifying and processing Homophobia/ Transphobia through natural language processing technology can improve the efficiency of processing Homophobia/ Transphobia, and can quickly screen out Homophobia/Transphobia on the Internet. The organizer of LT-EDI-ACL2022- Homophobia/Transphobia Detection in Social Media constructs a Homophobia/ Transphobia detection dataset based on YouTube comments for English and Tamil. We use a Roberta -based approach to conduct Homophobia/ Transphobia detection experiments on the dataset of the competition, and get better results.
Anthology ID:
2022.ltedi-1.19
Volume:
Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion
Month:
May
Year:
2022
Address:
Dublin, Ireland
Editors:
Bharathi Raja Chakravarthi, B Bharathi, John P McCrae, Manel Zarrouk, Kalika Bali, Paul Buitelaar
Venue:
LTEDI
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
155–160
Language:
URL:
https://aclanthology.org/2022.ltedi-1.19
DOI:
10.18653/v1/2022.ltedi-1.19
Bibkey:
Cite (ACL):
Abulimiti Maimaitituoheti. 2022. ABLIMET @LT-EDI-ACL2022: A Roberta based Approach for Homophobia/Transphobia Detection in Social Media. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, pages 155–160, Dublin, Ireland. Association for Computational Linguistics.
Cite (Informal):
ABLIMET @LT-EDI-ACL2022: A Roberta based Approach for Homophobia/Transphobia Detection in Social Media (Maimaitituoheti, LTEDI 2022)
Copy Citation:
PDF:
https://preview.aclanthology.org/emnlp22-frontmatter/2022.ltedi-1.19.pdf
Video:
 https://preview.aclanthology.org/emnlp22-frontmatter/2022.ltedi-1.19.mp4