Luiz Henrique Quevedo Lima
2026
Diálogos Tóxicos: Gatilhos e Padrões de Interação no Reddit Brasileiro
Giovana Piorino | Marco Antônio de Alcântara Machado | Luiz Henrique Quevedo Lima | Adriana Pagano | Ana Paula Couto da Silva
Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
Giovana Piorino | Marco Antônio de Alcântara Machado | Luiz Henrique Quevedo Lima | Adriana Pagano | Ana Paula Couto da Silva
Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
In this paper we analyze the structural and linguistic dynamics of online toxicity in Reddit discussion trees, focusing on how trigger comments escalate conflicts in Brazilian Portuguese. Using a fine-tuned BERTAbaporu model, we show that toxic discussions are deeper, more engaging, and initially semantically cohesive, but degrade over time, while non-toxic interactions emphasize social bonding. Our findings contribute to a better understanding of toxicity escalation and support early detection of discursive conflicts.