TextNeX: Text Network of eXperts for Robust Text Classification—Case Study on Machine-Generated-Text Detection

Efficient and accurate text classification is essential for a wide range of natural language processing applications, including sentiment analysis, spam detection and machine-generated text identification. While recent advancements in transformer-based large language models have achieved remarkable...

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Principais autores:	Emmanuel Pintelas, Athanasios Koursaris, Ioannis E. Livieris, Vasilis Tampakas
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2025-05-01
Series:	Mathematics
Assuntos:	natural language processing text classification lightweight transformer-based models machine-generated text detection
Acceso en liña:	https://www.mdpi.com/2227-7390/13/10/1555
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