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An Open-Domain QA System for e-Governance. (arXiv:2206.08046v1 [cs.CL])
Web: http://arxiv.org/abs/2206.08046
June 17, 2022, 1:12 a.m. | Radu Ion, Andrei-Marius Avram, Vasile Păiş, Maria Mitrofan, Verginica Barbu Mititelu, Elena Irimia, Valentin Badea
cs.CL updates on arXiv.org arxiv.org
The paper presents an open-domain Question Answering system for Romanian,
answering COVID-19 related questions. The QA system pipeline involves automatic
question processing, automatic query generation, web searching for the top 10
most relevant documents and answer extraction using a fine-tuned BERT model for
Extractive QA, trained on a COVID-19 data set that we have manually created.
The paper will present the QA system and its integration with the Romanian
language technologies portal RELATE, the COVID-19 data set and different
evaluations …
More from arxiv.org / cs.CL updates on arXiv.org
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