Learning Portuguese Clinical Word Embeddings: A Multi-Specialty and Multi-Institutional Corpus of Clinical Narratives Supporting a Downstream Biomedical Task. - Lucas Emanuel Silva e Oliveira; Yohan Bonescki Gumiel; Arnon Bruno Ventrilho dos Santos; Lilian Mie Mukai Cintho; Deborah Ribeiro Carvalho; Sadid A. Hasan; Claudia Maria Cabral Moro (MedInfo, 2019)

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)

Experiments on Portuguese Clinical Question Answering. - Lucas Emanuel Silva e Oliveira; Elisa Terumi Rubel Schneider; Yohan Bonescki Gumiel; Mayara Aparecida Passaura da Luz; Emerson Cabrera Paraiso; Claudia Moro 001 (BRACIS (2), 2021)

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)

Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora. - Clément Dalloux; Vincent Claveau; Natalia Grabar; Lucas Emanuel Silva e Oliveira; Claudia Maria Cabral Moro; Yohan Bonescki Gumiel; Deborah Ribeiro Carvalho (Nat. Lang. Eng., 2021)

SemClinBr - a multi-institutional and multi-specialty semantically annotated corpus for Portuguese clinical NLP tasks. - Lucas Emanuel Silva e Oliveira; Ana Carolina Peters; Adalniza Moura Pucca da Silva; Caroline P. Gebeluca; Yohan Bonescki Gumiel; Lilian Mie Mukai Cintho; Deborah Ribeiro Carvalho; Sadid A. Hasan; Claudia Maria Cabral Moro (J. Biomed. Semant., 2022)

Temporal Relation Extraction in Clinical Texts: A Systematic Review. - Yohan Bonescki Gumiel; Lucas Emanuel Silva e Oliveira; Vincent Claveau; Natalia Grabar; Emerson Cabrera Paraiso; Claudia Maria Cabral Moro Barra; Deborah Ribeiro Carvalho (ACM Comput. Surv., 2022)

Bete: A Brazilian Portuguese Dataset for Named Entity Recognition and Relation Extraction in the Diabetes Healthcare Domain. - Lucas Pavanelli; Yohan Bonescki Gumiel; Thiago Castro Ferreira; Adriana S. Pagano; Eduardo Sany Laber (BRACIS (3), 2023)

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)