Are We Really Making Much Progress in Text Classification? A Comparative Review

This study reviews and compares methods for single-label and multi-label text classification, categorized into bag-of-words, sequence-based, graph-based, and hierarchical methods. The comparison aggregates results from the literature over five single-label and seven multi-label datasets and compleme...

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Veröffentlicht in:	arXiv.org 2023-06
Hauptverfasser:	Galke, Lukas, Diera, Andor, Bao Xin Lin, Khera, Bhakti, Meuser, Tim, Singhal, Tushar, Fabian, Karl, Scherp, Ansgar
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Graph neural networks Multilayer perceptrons Multilayers Text categorization
Online-Zugang:	Volltext
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