Yohan Bonescki Gumiel

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Annotated Corpus

Named Entity Recognition

Relation Extraction

Top Venues

Nat. Lang. Eng.

Publications

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
CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese. CBMS (2023)
Lucas Pavanelli, Yohan Bonescki Gumiel, Thiago Castro Ferreira, Adriana S. Pagano, Eduardo Sany Laber
Bete: A Brazilian Portuguese Dataset for Named Entity Recognition and Relation Extraction in the Diabetes Healthcare Domain. BRACIS (3) (2023)
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
SemClinBr - a multi-institutional and multi-specialty semantically annotated corpus for Portuguese clinical NLP tasks. J. Biomed. Semant. 13 (1) (2022)
Yohan Bonescki Gumiel, Lucas Emanuel Silva e Oliveira, Vincent Claveau, Natalia Grabar, Emerson Cabrera Paraiso, Claudia Maria Cabral Moro Barra, Deborah Ribeiro Carvalho
Temporal Relation Extraction in Clinical Texts: A Systematic Review. ACM Comput. Surv. 54 (7) (2022)
Lucas Emanuel Silva e Oliveira, Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, Mayara Aparecida Passaura da Luz, Emerson Cabrera Paraiso, Claudia Moro
Experiments on Portuguese Clinical Question Answering. BRACIS (2) (2021)
Clément Dalloux, Vincent Claveau, Natalia Grabar, Lucas Emanuel Silva e Oliveira, Claudia Maria Cabral Moro, Yohan Bonescki Gumiel, Deborah Ribeiro Carvalho
Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora. Nat. Lang. Eng. 27 (2) (2021)
Elisa Terumi Rubel Schneider, João Vitor Andrioli de Souza, Yohan Bonescki Gumiel, Claudia M. C. Moro, Emerson Cabrera Paraiso
A GPT-2 Language Model for Biomedical Texts in Portuguese. CBMS (2021)
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 Pagano
PUCRJ-PUCPR-UFMG at eHealth-KD Challenge 2021: A Multilingual BERT-based System for Joint Entity Recognition and Relation Extraction. IberLEF@SEPLN (2021)
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
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition. ClinicalNLP@EMNLP (2020)
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
SemClinBr - a multi institutional and multi specialty semantically annotated corpus for Portuguese clinical NLP tasks. CoRR (2020)
João Vitor Andrioli de Souza, Lucas Emanuel Silva e Oliveira, Yohan Bonescki Gumiel, Deborah Ribeiro Carvalho, Claudia Maria Cabral Moro
Exploiting Siamese Neural Networks on Short Text Similarity Tasks for Multiple Domains and Languages. PROPOR (2020)
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
Learning Portuguese Clinical Word Embeddings: A Multi-Specialty and Multi-Institutional Corpus of Clinical Narratives Supporting a Downstream Biomedical Task. MedInfo (2019)
João Vitor Andrioli de Souza, Lucas Emanuel Silva e Oliveira, Yohan Bonescki Gumiel, Deborah Ribeiro Carvalho, Claudia Maria Cabral Moro
Incorporating Multiple Feature Groups to a Siamese Neural Network for Semantic Textual Similarity Task in Portuguese Texts. ASSIN@STIL (2019)