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UETrice at MEDIQA 2021: A Prosper-thy-neighbour Extractive Multi-document Summarization Model

Can, Duy Cat and Ha, Quang Thuy and Tran, Mai Vu (2021) UETrice at MEDIQA 2021: A Prosper-thy-neighbour Extractive Multi-document Summarization Model. In: BioNLP-NAACL 2021.

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Abstract

This paper describes a system developed to summarize multiple answers challenge in the MEDIQA 2021 shared task collocated with the BioNLP 2021 Workshop. We propose an extractive summarization architecture based on several scores and state-of-the-art techniques. We also present our novel prosper-thy-neighbour (PtN) strategies to improve performance. Our model has been proven to be effective with the best ROUGE-1/ROUGE�L scores, being the shared task runner-up by ROUGE-2 F1 score (over 13 participated teams).

Item Type: Conference or Workshop Item (Poster)
Subjects: Electronics and Communications > Electronics and Computer Engineering
Divisions: Faculty of Information Technology (FIT)
Depositing User: Lê Hoàng Quỳnh
Date Deposited: 20 Jun 2021 05:07
Last Modified: 20 Jun 2021 05:07
URI: http://eprints.uet.vnu.edu.vn/eprints/id/eprint/4493

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