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[article]
2019
arXiv
pre-print
Attention is an operation that selects some largest element from some set, where the notion of largest is defined elsewhere. Applying this operation to sequence to sequence mapping results in significant improvements to the task at hand. In this paper we provide the mathematical definition of attention and examine its application to sequence to sequence models. We highlight the exact correspondences between machine learning implementations of attention and our mathematical definition. We
arXiv:1905.09856v1
fatcat:mm36jun42zd4pnnqqm625cbsxa