Yohan Bonescki Gumiel

17 papers B 2Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
BioNestedNER: A Hybrid Language Model Approach for Recognizing Nested, Discontinuous, and Multi-Type Named Entities.
J. Braz. Comput. Soc.
Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, Paloma Martínez, Claudia Maria Cabral Moro, Emerson Cabrera Paraiso
2025 — conf
Enhancing Privacy in Clinical Texts: A New Approach to De-Identification of Brazilian Clinical Narratives.
MedInfo
Elisa Terumi Rubel Schneider, Fernando Henrique Schneider, Yohan Bonescki Gumiel, Ramon Alfredo Moreno, Marina S. Rebelo, Claudia M. C. Moro, José Eduardo Krieger, Marco A. Gutierrez
2023 — conf
Bete: A Brazilian Portuguese Dataset for Named Entity Recognition and Relation Extraction in the Diabetes Healthcare Domain.
BRACIS (3)
Lucas Pavanelli, Yohan Bonescki Gumiel, Thiago Castro Ferreira, Adriana S. Pagano, Eduardo Sany Laber
2023 B conf
CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese.
CBMS
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, José Eduardo Krieger, Douglas Teodoro, Claudia Maria Cabral Moro, Emerson Cabrera Paraiso
2023 — conf
Viés de gênero na tradução automática do GPT-3.5 turbo: avaliando o par linguístico inglês-português.
STIL
Tayane Arantes Soares, Yohan Bonescki Gumiel, Rafael Junqueira, Tácio Gomes, Adriana S. Pagano
2022 J jnl
SemClinBr - a multi-institutional and multi-specialty semantically annotated corpus for Portuguese clinical NLP tasks.
J. Biomed. Semant.
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
2022 J jnl
Temporal Relation Extraction in Clinical Texts: A Systematic Review.
ACM Comput. Surv.
Yohan Bonescki Gumiel, Lucas Emanuel Silva e Oliveira, Vincent Claveau, Natalia Grabar, Emerson Cabrera Paraiso, Claudia Maria Cabral Moro Barra, Deborah Ribeiro Carvalho
2021 B conf
A GPT-2 Language Model for Biomedical Texts in Portuguese.
CBMS
Elisa Terumi Rubel Schneider, João Vitor Andrioli de Souza, Yohan Bonescki Gumiel, Claudia M. C. Moro, Emerson Cabrera Paraiso
2021 — conf
Experiments on Portuguese Clinical Question Answering.
BRACIS (2)
Lucas Emanuel Silva e Oliveira, Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, Mayara Aparecida Passaura da Luz, Emerson Cabrera Paraiso, Claudia Moro
2021 — conf
PUCRJ-PUCPR-UFMG at eHealth-KD Challenge 2021: A Multilingual BERT-based System for Joint Entity Recognition and Relation Extraction.
IberLEF@SEPLN
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
2021 — conf
Sentiment Analysis in Portuguese Texts from Online Health Community Forums: Data, Model and Evaluation.
STIL
Yohan Bonescki Gumiel, Isabela Lee, Tayane Arantes Soares, Thiago Castro Ferreira, Adriana S. Pagano
2021 J jnl
Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora.
Nat. Lang. Eng.
Clément Dalloux, Vincent Claveau, Natalia Grabar, Lucas Emanuel Silva e Oliveira, Claudia Maria Cabral Moro, Yohan Bonescki Gumiel, Deborah Ribeiro Carvalho
2020 — conf
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition.
ClinicalNLP@EMNLP
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
2020 — conf
Exploiting Siamese Neural Networks on Short Text Similarity Tasks for Multiple Domains and Languages.
PROPOR
João Vitor Andrioli de Souza, Lucas Emanuel Silva e Oliveira, Yohan Bonescki Gumiel, Deborah Ribeiro Carvalho, Claudia Maria Cabral Moro
2020 J jnl
SemClinBr - a multi institutional and multi specialty semantically annotated corpus for Portuguese clinical NLP tasks.
CoRR
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
2019 — conf
Incorporating Multiple Feature Groups to a Siamese Neural Network for Semantic Textual Similarity Task in Portuguese Texts.
ASSIN@STIL
João Vitor Andrioli de Souza, Lucas Emanuel Silva e Oliveira, Yohan Bonescki Gumiel, Deborah Ribeiro Carvalho, Claudia Maria Cabral Moro
2019 — conf
Learning Portuguese Clinical Word Embeddings: A Multi-Specialty and Multi-Institutional Corpus of Clinical Narratives Supporting a Downstream Biomedical Task.
MedInfo
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