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The softmax content-based attention mechanism has proven to be very beneficial in many applications of recurrent neural networks.
Graves, Alex, Wayne, Greg, and Danihelka, Ivo · 2014
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Neural machine translation by jointly learning to align and translate
Bahdanau, Dzmitry, Cho, Kyunghyun, and Bengio, Yoshua · 2015
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Teaching machines to read and comprehend
Hermann, Karl Moritz, Kočiský, Tomáš, Grefenstette, Edward, Espeholt, Lasse, Kay, Will, Suleyman, Mustafa, and Blunsom, Phil · 2015
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End-to-end memory networks
Sukhbaatar, Sainbayar, szlam, arthur, Weston, Jason, and Fergus, Rob · 2015
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