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Bag-of-Word approach is not dead: A performance analysis on a myriad of text classification challenges

The Bag-of-Words (BoW) representation, enhanced with a classifier, was a pioneering approach to solving text classification problems. However, with the advent of transformers and, in general, deep learning architectures, the field has dynamically shifted its focus towards customizing these architect...

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Bibliografiset tiedot
Päätekijät: Mario Graff, Daniela Moctezuma, Eric S. Téllez
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Elsevier 2025-06-01
Sarja:Natural Language Processing Journal
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Linkit:http://www.sciencedirect.com/science/article/pii/S2949719125000305
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