BERT models for Arabic text classification: a systematic review

AS Alammary - Applied Sciences, 2022 - mdpi.com
Bidirectional Encoder Representations from Transformers (BERT) has gained increasing
attention from researchers and practitioners as it has proven to be an invaluable technique …

Overview of the shared task on homophobia and transphobia detection in social media comments

BR Chakravarthi, R Priyadharshini… - Proceedings of the …, 2022 - aclanthology.org
Abstract Homophobia and Transphobia Detection is the task of identifying homophobia,
transphobia, and non-anti-LGBT+ content from the given corpus. Homophobia and …

Monkeypox2022tweets: a large-scale twitter dataset on the 2022 monkeypox outbreak, findings from analysis of tweets, and open research questions

N Thakur - Infectious Disease Reports, 2022 - mdpi.com
The mining of Tweets to develop datasets on recent issues, global challenges, pandemics,
virus outbreaks, emerging technologies, and trending matters has been of significant interest …

SWSR: A Chinese dataset and lexicon for online sexism detection

A Jiang, X Yang, Y Liu, A Zubiaga - Online Social Networks and Media, 2022 - Elsevier
Online sexism has become an increasing concern in social media platforms as it has
affected the healthy development of the Internet and can have negative effects in society …

Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification …

AA Ayele, N Babakov, J Bevendorff, XB Casals… - … Conference of the Cross …, 2024 - Springer
The goal of the PAN lab is to advance the state of the art in text forensics and stylometry
through an objective evaluation of new and established methods on new benchmark …

ArMIS-the Arabic misogyny and sexism corpus with annotator subjective disagreements

D Almanea, M Poesio - Proceedings of the Thirteenth Language …, 2022 - aclanthology.org
The use of misogynistic and sexist language has increased in recent years in social media,
and is increasing in the Arabic world in reaction to reforms attempting to remove restrictions …

[PDF][PDF] Overview of the multilingual text detoxification task at pan 2024

D Dementieva, D Moskovskiy, N Babakov… - Working Notes of …, 2024 - ceur-ws.org
Despite different countries and social platform regulations, digital abusive speech persists
as a significant challenge. One of the way to tackle abusive, or more specifically, toxic …

Artificial Intelligence‐Based Approach for Misogyny and Sarcasm Detection from Arabic Texts

AY Muaad, H Jayappa Davanagere… - Computational …, 2022 - Wiley Online Library
Social media networking is a prominent topic in real life, particularly at the current moment.
The impact of comments has been investigated in several studies. Twitter, Facebook, and …

A comprehensive review on transformers models for text classification

R Kora, A Mohammed - 2023 International Mobile, Intelligent …, 2023 - ieeexplore.ieee.org
The rapid progress in deep learning has propelled transformer-based models to the
forefront, establishing them as leading solutions for a multiple NLP tasks. These tasks span …

Annotating online misogyny

P Zeinert, N Inie, L Derczynski - … of the 59th Annual Meeting of the …, 2021 - aclanthology.org
Online misogyny, a category of online abusive language, has serious and harmful social
consequences. Automatic detection of misogynistic language online, while imperative …