Yohan Bonescki Gumiel

According to our database, Yohan Bonescki Gumiel authored at least 12 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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, José Eduardo Krieger, Douglas Teodoro, Claudia Maria Cabral Moro, Emerson Cabrera Paraiso

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

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

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

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

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

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

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

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 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

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

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

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

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

Proceedings of the Computational Processing of the Portuguese Language, 2020

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

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

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

Proceedings of the ASSIN 2 Shared Task: Evaluating Semantic Textual Similarity and Textual Entailment in Portuguese co-located with XII Symposium in Information and Human Language Technology (STIL 2019), 2019

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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019