Attention in Natural Language Processing

Attention is an increasingly popular mechanism used in a wide range of neural architectures. The mechanism itself has been realized in a variety of formats. However, because of the fast-paced advances in this domain, a systematic overview of attention is still missing. In this article, we define a u...

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Vydané v:	IEEE transaction on neural networks and learning systems Ročník 32; číslo 10; s. 4291 - 4308
Hlavní autori:	Galassi, Andrea, Lippi, Marco, Torroni, Paolo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Piscataway IEEE 01.10.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Computational modeling Computer architecture Distribution functions Domains Language Natural language processing Natural language processing (NLP) neural attention Neural networks Representations review survey Task analysis Taxonomy Visualization
ISSN:	2162-237X, 2162-2388, 2162-2388
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