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An Open-Domain QA System for e-Governance

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arxiv 2206.08046 v1 pith:OPB4ZOEP submitted 2022-06-16 cs.CL

An Open-Domain QA System for e-Governance

classification cs.CL
keywords systemcovid-19answeringautomaticdataopen-domainquestionromanian
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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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 of the QA performance.

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