Human Versus Machine Intelligence : Assessing Natural Language Generation Models Through Complex Systems Theory

The introduction of Transformer architectures - with the self-attention mechanism - in automatic Natural Language Generation (NLG) is a breakthrough in solving general task-oriented problems, such as the simple production of long text excerpts that resemble ones written by humans. While the performa...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 7 vom: 15. Juni, Seite 4812-4829
1. Verfasser: De Santis, Enrico (VerfasserIn)
Weitere Verfasser: Martino, Alessio, Rizzi, Antonello
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article