Explainable AI to Mitigate the Lack of Transparency and Legitimacy in Internet Moderation

TP Ferraz, CHD Duarte, MF Ribeiro… - Estudos …, 2024 - SciELO Brasil
ISTORICALLY, societies have always established norms of coexistence that impose limits
on individual rights. This was the case with the fundamental right to freedom of expression …

ZeroBERTo: Leveraging zero-shot text classification by topic modeling

A Alcoforado, TP Ferraz, R Gerber, E Bustos… - … Processing of the …, 2022 - Springer
Traditional text classification approaches often require a good amount of labeled data, which
is difficult to obtain, especially in restricted domains or less widespread languages. This lack …

Inteligência Artificial explicável para atenuar a falta de transparência ea legitimidade na moderação da Internet

TP Ferraz, CHD Duarte, MF Ribeiro… - Estudos …, 2024 - SciELO Brasil
RESUMO O uso massivo de Inteligência Artificial na moderação de conteúdo na internet é
uma realidade dos tempos atuais. No entanto, isso levanta uma série de questionamentos …

Democracia aumentada: Inteligência Artificial como ferramenta de combate à desinformação

A Alcoforado, TP Ferraz, E Bustos, AS Oliveira… - Estudos …, 2024 - SciELO Brasil
Um dos princípios da democracia digital é informar ativamente os cidadãos e mobilizá-los
para participarem no debate político. Este artigo apresenta uma ferramenta de …

Augmented Democracy: Artificial Intelligence as a Tool to Fight Disinformation

A Alcoforado, TP Ferraz, E Bustos, AS Oliveira… - Estudos …, 2024 - SciELO Brasil
Introduction iell-informed citizens and spaces for debate and criticism are fundamental
principles of democracy. Without them, the quality of debate that societies must go through to …

Natural Language Processing and Social Media: a systematic mapping on Brazilian leading events

GS Araújo, JBP Leite, MS da Silva… - Anais do XX Encontro …, 2023 - sol.sbc.org.br
The number of social media platforms has increased significantly, as well as the number of
active users. More than 18.2 million text messages are transmitted every minute on these …

Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media

BCC da Silva, TP Ferraz, RDD Lopes - arXiv preprint arXiv:2410.19193, 2024 - arxiv.org
Disinformation on social media poses both societal and technical challenges, requiring
robust detection systems. While previous studies have integrated textual information into …

From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning

A Alcoforado, TP Ferraz, LH Okamura, IC Fama… - arXiv preprint arXiv …, 2024 - arxiv.org
A major challenge in Natural Language Processing is obtaining annotated data for
supervised learning. An option is the use of crowdsourcing platforms for data annotation …

No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts

I Fama, B Bueno, A Alcoforado, TP Ferraz… - arXiv preprint arXiv …, 2024 - arxiv.org
In a context where the Brazilian judiciary system, the largest in the world, faces a crisis due
to the slow processing of millions of cases, it becomes imperative to develop efficient …

Tracking environmental policy changes in the brazilian federal official gazette

FN Cação, AHR Costa, N Unterstell, L Yonaha… - … Processing of the …, 2022 - Springer
Even though most of its energy generation comes from renewable sources, Brazil is one of
the largest emitters of greenhouse gases in the world, due to intense farming and …