Optimal architecture for a sentiment analysis transformer with multihead attention and genetic crossover

Abstract Sentiment analysis, a key component of natural language processing, is of paramount importance in various fields such as strategic surveillance, online image management, and customer satisfaction assessment. However, despite recent advances, improving the accuracy and adaptability of models...

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Principais autores:	Wiam Saidi, Boutaina Satouri, Abdellatif El Abderrahmani, Khalid Satori
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-10-01
coleção:	Scientific Reports
Assuntos:	Transformer Sentiment analysis Dynamic pruning Multihead attention Genetic crossover Embeddings
Acesso em linha:	https://doi.org/10.1038/s41598-025-22064-5
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