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Recent publications are listed below. For a complete list, please follow the above link.

Morality and Hate Speech Recognition

Pavan, Matheus Camasmie ; Vitor Garcia dos Santos ; Alex Gwo Jen Lan ; João Trevisan Martins ; Wesley Ramos dos Santos ; Caio Deutsch ; Pablo Botton da Costa ; Fernando Chiu Hsieh ; Ivandré Paraboni (2020) Morality Classification in Natural Language Text. IEEE Transactions on Affective Computing. 10.1109/TAFFC.2020.3034050.

da Silva, Samuel Caetano ; Thiago Castro Ferreira ; Ricelli Moreira Silva Ramos ; Ivandré Paraboni (2020) Data Driven and Psycholinguistics Motivated Approaches to Hate Speech Detection. Computación y Systemas 24(3), pp. 1179-1188. 10.13053/CyS-24-3-3478.

Authorship attribution

Custódio, José Eleandro ; Ivandré Paraboni (2021) Stacked Authorship Attribution of Digital Texts. Expert Systems with Applications, vol. 176.10.1016/j.eswa.2021.114866.

Author profiling

dos Santos, Vitor ; Ivandré Paraboni (2022) Myers-Briggs personality classification from social media text using pre-trained language models. Journal of Universal Computer Science 28(4) pp. 378-395. 10.3897/jucs.70941.

Delmondes Neto, José Pereira; Ivandré Paraboni (2021) Multi-source BERT stack ensemble for cross-domain author profiling. Expert Systems.

Flores, Arthur Marçal ; Matheus Camasmie Pavan ; Ivandré Paraboni (2021) User profiling and satisfaction inference in public information access services. Journal of Intelligent Information Systems 10.1007/s10844-021-00661-w

Dias, Rafael Felipe Sandroni ; Ivandré Paraboni (2020) Cross-domain Author Gender Classification in Brazilian Portuguese.

12th Language Resources and Evaluation Conference (LREC-2020). pp. 1220-1227, Marseille, France.

Depression and anxiety disorder detection on social media

dos Santos, Wesley Ramos; Amanda Maria Martins Funabashi ; Ivandré Paraboni (2020) Searching Brazilian Twitter for signs of mental health issues. 12th Language Resources and Evaluation Conference (LREC-2020). pp. 6113-6119, Marseille, France.

dos Santos, Wesler Ramos ; Ivandré Paraboni (2021). SetembroBR v3: detecção de transtornos de depressão e ansiedade em redes sociais. Relatório Técnico PPgSI-004/2021, Universidade de São Paulo.

Stance, sentiment and political bias classification

da Silva, Samuel Caetano ; Ivandré Paraboni (2021). Detecção de alinhamento partidário em redes sociais: o córpus GovBR. Relatório Técnico PPgSI-005/2021, Universidade de São Paulo.

Pavan, Matheus Camasmie ; Wesley Ramos dos Santos ; Ivandré Paraboni (2020) Twitter Moral Stance Classification using Long Short-Term Memory Networks. 9th Brazilian Conference on Intelligent Systems (BRACIS). Lecture Notes in Artificial Intelligence v. 12319, pp 636-647, Springer, Cham. 10.1007/978-3-030-61377-8_45.

Others

Paraboni, Ivandré (2021). A pesquisa em Geração de língua natural em Português na EACH-USP (rascunho).