A GPT-2 Language Model for Biomedical Texts in Portuguese

Elisa Terumi Rubel Schneider,João Vitor Andrioli de Souza,Yohan Bonescki Gumiel,Claudia Moro,Emerson Cabrera Paraiso

2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)（2021）

Cited 6|Views9

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Abstract

Electronic health records (EHRs) contain patient-related information formed by structured and unstructured data, a valuable data source for Natural Language Processing (NLP) in the healthcare domain. The contextual word embeddings and Transformer-based models have proved their potential, reaching state-of-the-art for various NLP tasks. Although the performance for downstream NLP tasks with free-te...

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Key words

Electric potential,Biological system modeling,Computational modeling,Transfer learning,Medical services,Natural language processing,Task analysis

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