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JOURNALS // Problemy Fiziki, Matematiki i Tekhniki (Problems of Physics, Mathematics and Technics) // Archive

PFMT, 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

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.

UDC: 004.46:655.535.54

Received: 16.06.2020



© Steklov Math. Inst. of RAS, 2024