byteLLM@ LT-EDI-2024: Homophobia/transphobia detection in social media comments-custom subword tokenization with Subword2Vec and BiLSTM

D Manukonda, R Kodali - Proceedings of the Fourth Workshop on …, 2024 - aclanthology.org
This research focuses on Homophobia and Transphobia Detection in Dravidian languages,
specifically Telugu, Kannada, Tamil, and Malayalam. Leveraging the Homophobia …

MasonTigers@ LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments

D Goswami, SSC Puspo, MN Raihan… - arxiv preprint arxiv …, 2024 - arxiv.org
In this paper, we describe our approaches and results for Task 2 of the LT-EDI 2024
Workshop, aimed at detecting homophobia and/or transphobia across ten languages. Our …

Sociocultural Considerations in Monitoring Anti-LGBTQ+ Content on Social Media

SGJ Wong - arxiv preprint arxiv:2407.01149, 2024 - arxiv.org
The purpose of this paper is to ascertain the influence of sociocultural factors (ie, social,
cultural, and political) in the development of hate speech detection systems. We set out to …

MEnTr@ LT-EDI-2024: Multilingual Ensemble of Transformer Models for Homophobia/Transphobia Detection

A Arora, A Mattoo, D Chaudhary, I Gorton… - Proceedings of the …, 2024 - aclanthology.org
Abstract Detection of Homophobia and Transphobia in social media comments serves as an
important step in the overall development of Equality, Diversity and Inclusion (EDI). In this …

" Is Hate Lost in Translation?": Evaluation of Multilingual LGBTQIA+ Hate Speech Detection

FL Chan, D Nguyen, A Joshi - arxiv preprint arxiv:2410.11230, 2024 - arxiv.org
This paper explores the challenges of detecting LGBTQIA+ hate speech of large language
models across multiple languages, including English, Italian, Chinese and (code-switched) …

MUCS@ LT-EDI-2024: Learning Approaches to Empower Homophobic/Transphobic Comment Identification

S Kulal, N Gidnakanala, G Raksha… - Proceedings of the …, 2024 - aclanthology.org
Abstract Homophobic/Transphobic (H/T) content includes hatred and discriminatory
comments directed at Lesbian, Gay, Bisexual, Transgender, Queer (LGBTQ) individuals on …

Body-Shaming Detection and Classification in Italian Social Media

F Grasso, A Valese, M Micheli - … on Applications of Natural Language to …, 2024 - Springer
In the last decades, the Natural Language Processing (NLP) community has demonstrated
committed involvement in addressing societal challenges, particularly in the realm of hate …

[PDF][PDF] VEL at HOMO-MEX 2024: Detecting LGBT+ phobia in Mexican Spanish Social Media

DD Kayande, KK Ponnusamy, PK Kumaresan… - 2024 - ceur-ws.org
This paper proposes the work of team VEL to address IberLEF-2024 shared task Homo-MEX
2024. Hate speech against the LGBT+ community remains a pervasive issue on social …