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SMDT: Selective Memory-Augmented Neural Document Translation ...
Abstract: Existing document-level neural machine translation (NMT) models have sufficiently explored different context settings to provide guidance for target generation. However, little attention is paid to inaugurate more diverse context for abundant context information. In this paper, we propose a Selective Memory-augmented Neural Document Translation model to deal with documents containing large hypothesis space of the context. Specifically, we retrieve similar bilingual sentence pairs from the training corpus to augment global context and then extend the two-stream attention model with selective mechanism to capture local context and diverse global contexts. This unified approach allows our model to be trained elegantly on three publicly document-level machine translation datasets and significantly outperforms previous document-level NMT models. ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2201.01631
https://arxiv.org/abs/2201.01631
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2
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task ...
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3
Multilingual Agreement for Multilingual Neural Machine Translation ...
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4
Mendelian randomization suggests that head circumference, but not birth weight and length, associates with intelligence
In: Brain Behav (2021)
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5
Causal relationships between genetically determined metabolites and human intelligence: a Mendelian randomization study
In: Mol Brain (2021)
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6
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders ...
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7
Multimodal data revealed different neurobiological correlates of intelligence between males and females
In: Brain Imaging Behav (2020)
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8
Megophrys feii Yang & Wang & Wang 2018, sp. nov. ...
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9
Megophrys feii Yang & Wang & Wang 2018, sp. nov. ...
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10
Imprint of assortative mating on the human genome
Yengo, Loic; Robinson, Matthew R.; Keller, Matthew C.. - : Nature Publishing Group, 2018
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11
Global genetic differentiation of complex traits shaped by natural selection in humans
Guo, Jing; Wu, Yang; Zhu, Zhihong. - : Nature Publishing Group, 2018
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12
Pattern Recognition : 7th Chinese Conference, CCPR 2016, Chengdu, China, November 5-7, 2016, Proceedings, Part I
Tan, Tieniu [Herausgeber]; Li, Xuelong [Herausgeber]; Chen, Xilin [Herausgeber]. - Singapore : Springer Singapore, 2016
DNB Subject Category Language
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13
Incorporating tweet relationships into topic derivation
Nugroho, Robertus; Molla-Aliod, Diego; Yang, Jian. - : Singapore : Springer, 2016
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14
Liuixalus feii Yang, Rao & Wang, 2015, sp. nov. ...
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15
Liuixalus feii Yang, Rao & Wang, 2015, sp. nov. ...
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16
On the inference and approximation properties of belief rule based systems
In: Information sciences. - New York, NY : Elsevier Science Inc. 234 (2013), 121-135
OLC Linguistik
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17
K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis
In: Information sciences. - New York, NY : Elsevier Science Inc. 232 (2013), 11-26
OLC Linguistik
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18
DNA Evidence for Strong Genome-Wide Pleiotropy of Cognitive and Learning Abilities
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19
DNA evidence for strong genome-wide pleiotropy of cognitive and learning abilities
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20
Genetic contributions to stability and change in intelligence from childhood to old age
Deary, Ian J.; Yang, Jian; Davies, Gail. - : Nature Publishing Group, 2012
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