1.4k citations · 4.3k across the 193 of their papers we have counts for
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cs.CL2015★ 20 cited
Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation
Yong Cheng, Shiqi Shen, Zhongjun He +4
The attentional mechanism has proven to be effective in improving end-to-end neural machine translation. However, due to the intricate structural divergence between natural languag…
cs.CL2015★ 43 cited
Minimum Risk Training for Neural Machine Translation
Shiqi Shen, Yong Cheng, Zhongjun He +4
We propose minimum risk training for end-to-end neural machine translation. Unlike conventional maximum likelihood estimation, minimum risk training is capable of optimizing model…
cs.CL2015★ 85 cited
Modeling Relation Paths for Representation Learning of Knowledge Bases
Yankai Lin, Zhiyuan Liu, Huanbo Luan +3
Representation learning of knowledge bases (KBs) aims to embed both entities and relations into a low-dimensional space. Most existing methods only consider direct relations in rep…