no code implementations • EMNLP (ClinicalNLP) 2020 • 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, Cláudia Maria Cabral Moro Barra
We transfer learned information encoded in a multilingual-BERT model to a corpora of clinical narratives and biomedical-scientific papers in Brazilian Portuguese.
Ranked #1 on Named Entity Recognition (NER) on SemClinBr
no code implementations • EMNLP (WNUT) 2020 • Julien Knafou, Nona Naderi, Jenny Copara, Douglas Teodoro, Patrick Ruch
Recent improvements in machine-reading technologies attracted much attention to automation problems and their possibilities.
no code implementations • 24 Jul 2020 • Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro
The results show that ensemble of contextualized language models can provide an effective method to extract information from chemical patents.
no code implementations • JEPTALNRECITAL 2020 • Jenny Copara, Julien Knafou, Nona Naderi, Claudia Moro, Patrick Ruch, Douglas Teodoro
Our best approach achieved an F1 -measure of 66{\%} for symptoms and signs, and pathology categories, being top 1 for subtask 1.