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Problemy Fiziki, Matematiki i Tekhniki (Problems of Physics, Mathematics and Technics), 2020, Issue 3(44), Pages 92–94 (Mi pfmt735)  
INFORMATION SCIENCE

Automation of headline generation for news articles

I. V. Timokhin, N. B. Osipenko

F. Scorina Gomel State University
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Abstract: The approach for automation of headline generation, using the seq2seq method with the Attention mechanism is considered. The steps from dataset gathering to final model verification are described.
Keywords: headline generation, natural language processing, artificial neural networks, text summarisation.
Received: 16.06.2020
Document Type: Article
UDC: 004.46:655.535.54
Language: Russian
Citation: I. V. Timokhin, N. B. Osipenko, “Automation of headline generation for news articles”, PFMT, 2020, no. 3(44), 92–94
Citation in format AMSBIB
\Bibitem{TimOsi20}
\by I.~V.~Timokhin, N.~B.~Osipenko
\paper Automation of headline generation for news articles
\jour PFMT
\yr 2020
\issue 3(44)
\pages 92--94
\mathnet{http://mi.mathnet.ru/pfmt735}
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