Detection of homophobia and transphobia in YouTube comments

BR Chakravarthi - International Journal of Data Science and Analytics, 2024‏ - Springer
Users of online platforms have negative effects on their mental health as a direct result of the
spread of abusive content across social media networks. Homophobia are terms that refer to …

Exposing the limits of zero-shot cross-lingual hate speech detection

D Nozza - Proceedings of the 59th Annual Meeting of the …, 2021‏ - aclanthology.org
Reducing and counter-acting hate speech on Social Media is a significant concern. Most of
the proposed automatic methods are conducted exclusively on English and very few …

Map** homophobia and transphobia on social media

AM Sánchez-Sánchez, D Ruiz-Muñoz… - Sexuality Research and …, 2024‏ - Springer
Introduction One of the consequences of the increase in the number of social network users
has been the inappropriate use of social networks by some of these users. Hate speeches …

[PDF][PDF] Nozza@ LT-EDI-ACL2022: Ensemble modeling for homophobia and transphobia detection

D Nozza - Proceedings of the Second Workshop on Language …, 2022‏ - iris.unibocconi.it
In this paper, we describe our approach for the task of homophobia and transphobia
detection in English social media comments. The dataset consists of YouTube comments …

[PDF][PDF] Benchmarking post-hoc interpretability approaches for transformer-based misogyny detection

G Attanasio, D Nozza, E Pastor… - Proceedings of NLP …, 2022‏ - iris.unibocconi.it
Warning: This paper contains examples of language that some people may find offensive.
Transformer-based Natural Language Processing models have become the standard for …

[HTML][HTML] Research trends in the bias-based aggression among youth

AM Sánchez-Sánchez, D Ruiz-Muñoz… - Children and Youth …, 2024‏ - Elsevier
The increasing recognition of diversity has brought about a rise in bias-based aggression,
with researchers focusing on its prevalence among youth. This has generated the need for a …

Multiaztertest: A multilingual analyzer on multiple levels of language for readability assessment

K Bengoetxea, I Gonzalez-Dios - arxiv preprint arxiv:2109.04870, 2021‏ - arxiv.org
Readability assessment is the task of determining how difficult or easy a text is or which
level/grade it has. Traditionally, language dependent readability formula have been used …

Research trends in the control of hate speech on social media for the 2016-2022 time frame.

AM Sánchez-Sánchez, D Ruiz-Muñoz… - Cuadernos …, 2023‏ - search.ebscohost.com
Sánchez-Sánchez, AM, Ruiz-Muñoz, D. & Sánchez-Sánchez, FJ (2023). Research trends in
the control of hate speech on social media for the 2016–2022 time frame. Cuadernos …

[PDF][PDF] MilaNLP at semeval-2022 task 5: Using perceiver IO for detecting misogynous memes with text and image modalities

G Attanasio, D Nozza, F Bianchi - Proceedings of the 16th …, 2022‏ - iris.unibocconi.it
Warning: This paper contains examples of language that some people may find offensive or
upsetting. In this paper, we describe the system proposed by the MilaNLP team for the …

HATE-ITA: Hate speech detection in Italian social media text

D Nozza, F Bianchi, G Attanasio - … of the Sixth Workshop on Online …, 2022‏ - aclanthology.org
Online hate speech is a dangerous phenomenon that can (and should) be promptly
counteracted properly. While Natural Language Processing supplies appropriate algorithms …