An Open-Domain QA System for e-Governance
5th International Conference on Computational Linguistics in Bulgaria, CLIB 2022
; : 105-112, 2022.
Article
in English
| Scopus | ID: covidwho-2168598
ABSTRACT
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. © 2022, Institute for Bulgarian Language. All rights reserved.
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Collection:
Databases of international organizations
Database:
Scopus
Language:
English
Journal:
5th International Conference on Computational Linguistics in Bulgaria, CLIB 2022
Year:
2022
Document Type:
Article
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