Paulo Mann

According to our database, Paulo Mann authored at least 12 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The Topics of Depression on Social Networking Sites.

Paulo Mann, Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes

J. Braz. Comput. Soc., 2025

From Zero-shot to Self-generated References: Leveraging LLMs for Scoring ENEM Essays.

Matheus Yasuo Ribeiro Utino, Paulo Mann

Proceedings of the 16th Brazilian Symposium in Information and Human Language Technology, 2025

Diplomatrix-BR: Um Corpus Paralelo de Redações de Autoria Humana e de LLMs no Concurso de Diplomacia Brasileira.

Rodrigo Cavalcanti, Gabriela Casini, Gabriel Assis, Livy Real, Daniela Vianna, Paulo Mann, Aline Paes

Proceedings of the 16th Brazilian Symposium in Information and Human Language Technology, 2025

Scalable Reputation Management: A Multi-Task Prompting Approach Using Fine-Tuned PLMs for Sentiment and Topic Classification.

Paulo R. S. da Costa Jr., Matheus Yasuo Ribeiro Utino, João Silva-Leite, Lyncoln S. de Oliveira, Rodrigo Salvador Monteiro, Rodrigo A. C. Dias, Daniel de Oliveira, Paulo Mann, Marcos Bedo

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

Warehousing Data for Brand Health and Reputation with AI-Driven Scores in NewSQL Architectures: Opportunities and Challenges.

Paulo R. Siqueira, Rodrigo A. C. Dias, João Silva-Leite, Paulo Mann, Rodrigo Salvador Monteiro, Daniel de Oliveira, Marcos Bedo

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

Synthetic Data for Mental Health: A Comparative Analysis of LLMs, BERT, and Copy-Based Augmentation.

Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes, Paulo Mann

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

VIBES - Vision Backbone Efficient Selection.

Joris Guérin, Shray Bansal, Amirreza Shaban, Paulo Mann, Harshvardhan Gazula

CoRR, 2024

2022

Detecting Depression from Social Media Data as a Multiple-Instance Learning Task.

Paulo Mann, Elton H. Matsushima, Aline Paes

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021

Screening for Depressed Individuals by Using Multimodal Social Media Data.

Paulo Mann, Aline Paes, Elton H. Matsushima

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data.

Paulo Mann, Aline Paes, Elton H. Matsushima

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

2018

Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning.

Vítor Lourenço, Paulo Mann, Artur Guimaraes, Aline Paes, Daniel de Oliveira

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016

SiAPP: Um Sistema para Análise de Ocorrências de Crimes Baseado em Aprendizado Lógico-Relacional [SiAPP: An Information System for Crime Analytics Based on Logical Relational Learning].

Vítor N. Lourenço, Paulo Mann, Aline Paes, Daniel Oliveira

Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016