Incorporating Multiple Feature Groups to a Siamese Neural Network for Semantic Textual Similarity Task in Portuguese Texts. - João Vitor Andrioli de Souza; Lucas Emanuel Silva e Oliveira; Yohan Bonescki Gumiel; Deborah Ribeiro Carvalho; Claudia Maria Cabral Moro (ASSIN@STIL, 2019)

BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition. - Elisa Terumi Rubel Schneider; João Vitor Andrioli de Souza; Julien Knafou; Lucas Emanuel Silva e Oliveira; Jenny Copara; Yohan Bonescki Gumiel; Lucas Ferro Antunes de Oliveira; Emerson Cabrera Paraiso; Douglas Teodoro; Claudia Maria Cabral Moro Barra (ClinicalNLP@EMNLP, 2020)

Exploiting Siamese Neural Networks on Short Text Similarity Tasks for Multiple Domains and Languages. - João Vitor Andrioli de Souza; Lucas Emanuel Silva e Oliveira; Yohan Bonescki Gumiel; Deborah Ribeiro Carvalho; Claudia Maria Cabral Moro (PROPOR, 2020)

A GPT-2 Language Model for Biomedical Texts in Portuguese. - Elisa Terumi Rubel Schneider; João Vitor Andrioli de Souza; Yohan Bonescki Gumiel; Claudia M. C. Moro; Emerson Cabrera Paraiso (CBMS, 2021)

PUCRJ-PUCPR-UFMG at eHealth-KD Challenge 2021: A Multilingual BERT-based System for Joint Entity Recognition and Relation Extraction. - Lucas Pavanelli; Elisa Terumi Rubel Schneider; Yohan Bonescki Gumiel; Thiago Castro Ferreira; Lucas Ferro Antunes de Oliveira; João Vitor Andrioli de Souza; Giovanni Pazini Meneghel Paiva; Lucas Emanuel Silva e Oliveira; Claudia Maria Cabral Moro; Emerson Cabrera Paraiso; Adriana S. Pagano (IberLEF@SEPLN, 2021)

CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese. - Elisa Terumi Rubel Schneider; Yohan Bonescki Gumiel; João Vitor Andrioli de Souza; Lilian Mie Mukai Cintho; Lucas Emanuel Silva e Oliveira; Marina de Sá Rebelo; Marco Antonio Gutierrez 001; José Eduardo Krieger; Douglas Teodoro; Claudia Maria Cabral Moro; Emerson Cabrera Paraiso (CBMS, 2023)