Revisiting Text Guide, a Truncation Method for Long Text Classification

The quality of text classification has greatly improved with the introduction of deep learning, and more recently, models using attention mechanism. However, to address the problem of classifying text instances that are longer than the length limit adopted by most of the best performing transformer...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Krzysztof Fiok, Waldemar Karwowski, Edgar Gutierrez, Mohammad Reza Davahli, Maciej Wilamowski, Tareq Ahram
Format:	Article
Language:	English
Published:	MDPI AG 2021-09-01
Subjects:	long text truncation classification language model method feature importance
Online Access:	https://www.mdpi.com/2076-3417/11/18/8554