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cs.CL2018
Hierarchical Attention: What Really Counts in Various NLP Tasks
Zehao Dou, Zhihua Zhang
Attention mechanisms in sequence to sequence models have shown great ability and wonderful performance in various natural language processing (NLP) tasks, such as sentence embeddin…
cs.CL2016★ 5 cited
An Efficient Character-Level Neural Machine Translation
Shenjian Zhao, Zhihua Zhang
Neural machine translation aims at building a single large neural network that can be trained to maximize translation performance. The encoder-decoder architecture with an attentio…