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Incm & Nova Sbe Pbl project - retirement law query system: performance analysis & evaluation of bert for extractive question-answering of portuguese retirement law
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Orientador(es)
Resumo(s)
This study presents a performance evaluation of the model BERT for an Extractive
Question Answering task applied to the domain of Portuguese Retirement Law. By using
multiple standard metrics in information retrieval solutions, the study measures how the
Portuguese BERT performs as a semantic search solution on Portuguese Retirement Law by
comparing its answers with a testing set composed of 180 questions and answers provided by
INCM. The study revealed that the solution showed positive results. A form was also
distributed to INCM, which indicated positive feedback when comparing it with the current
solution implemented. This project showed that the Portuguese BERT is a very promising tool
that can be used for Extractive Question Answering and for semantic search on various other
domains.
Descrição
Palavras-chave
Data science Business analytics Business and data analytics Nlp Bert Extractive qa Semantic search