On Semi-Automatic Creation of Dataset for Multi-Document Automatic Summarization of News Articles and Forum Threads

Горохова, Тетяна Олександрівна and Тарануха, Володимир and Ліндер, Ярослав (2021) On Semi-Automatic Creation of Dataset for Multi-Document Automatic Summarization of News Articles and Forum Threads Information Technology and Implementation (3179). pp. 15-24. ISSN 1613-0073

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Abstract

The problem of semi-automatic dataset creation for multi-document summarization and forum threads summarization is analyzed. Aspects specific to Slavic languages are underlined. Dedicated algorithms for this purpose were designed and tested. Due to not smooth nature of the optimization problem genetic algorithms were suggested. Some new and interesting results are received.

Item Type: Article
Uncontrolled Keywords: Automatic summarization; multi-document summarization; forum thread summarization; dataset creation
Subjects: Статті у наукометричних базах > Scopus
Divisions: Факультет української філології, культури і мистецтва > Кафедра української мови
Depositing User: Тетяна Горохова
Date Deposited: 02 Sep 2022 05:48
Last Modified: 02 Sep 2022 09:21
URI: https://elibrary.kubg.edu.ua/id/eprint/41744

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