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The paper Neural Machine Translation by Jointly Learning to Align and Translate formally introduced the concept of attention for the first time. One of the illustrations (shown below) presented in the paper Learning Phrase Representations using RNN E...
For the image captioning task, the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention proposes three different attention mechanisms, Stochastic Hard Attention Deterministic Soft Attention Doubly Stochastic Attention...
Luong Attention is proposed in the paper Effective Approaches to Attention-based Neural Machine Translation with two variants Global Attention Local Attention The proposed NMT model architecture consists of LSTM encoder to encode input sequences ...
