Effects of Similarity Score Functions in Attention Mechanisms on the Performance of Neural Question Answering Systems

Attention mechanisms have been incorporated into many neural network-based natural language processing (NLP) models. They enhance the ability of these models to learn and reason with long input texts. A critical part of such mechanisms is the computation of attention similarity scores between two el...

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Veröffentlicht in:	Neural processing letters 2022-06, Vol.54 (3), p.2283-2302
Hauptverfasser:	Shen, Yuanyuan, Lai, Edmund M.-K., Mohaghegh, Mahsa
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Complex Systems Computational Intelligence Computer Science Language Machine translation Natural language processing Neural networks Questions Recurrent neural networks Similarity Similarity measures Texts
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