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An Open-Domain QA System for e-Governance

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.

preprint2022arXivOpen access
Radu IonAndrei-Marius AvramVasile PăişMaria MitrofanVerginica Barbu MititeluElena IrimiaValentin Badea
Computation and Language
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Open access7 authors1 topic
Imported metadata coverageMissing code, dataset, citation and institution fields are tracked without dominating the paper.Details
Citations: 0Reviews: 0Saves: 0Code: not linkedDataset: not linkedInstitutions: 0

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Radu IonAndrei-Marius AvramVasile PăişMaria MitrofanVerginica Barbu MititeluElena IrimiaValentin Badea

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