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1
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
Neural Network-Enabled Flexible Pressure and Temperature Sensor with Honeycomb-like Architecture for Voice Recognition
In: Sensors (Basel) (2022)
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3
Neural Mechanisms of Hearing Recovery for Cochlear-Implanted Patients: An Electroencephalogram Follow-Up Study
In: Front Neurosci (2021)
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4
Variability in the analysis of a single neuroimaging dataset by many teams
In: ISSN: 0028-0836 ; EISSN: 1476-4679 ; Nature ; https://www.hal.inserm.fr/inserm-02914443 ; Nature, Nature Publishing Group, 2020, 582 (7810), pp.84-88. ⟨10.1038/s41586-020-2314-9⟩ (2020)
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5
FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation ...
Zhu, Wenhao; Huang, Shujian; Pu, Tong. - : arXiv, 2020
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6
Multi-Criteria Decision-Making Method Based on Simplified Neutrosophic Linguistic Information with Cloud Model ...
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7
Multi-Criteria Decision-Making Method Based on Simplified Neutrosophic Linguistic Information with Cloud Model ...
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8
Additional file 1: of Dog vaccination with EgM proteins against Echinococcus granulosus ...
Zhang, Zhuang-Zhi; Guo, Gang; Li, Jun. - : figshare, 2018
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9
Additional file 1: of Dog vaccination with EgM proteins against Echinococcus granulosus ...
Zhang, Zhuang-Zhi; Guo, Gang; Li, Jun. - : figshare, 2018
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10
Multi-Criteria Decision-Making Method Based On Simplified Neutrosophic Linguistic Information With Cloud Model ...
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11
Multi-Criteria Decision-Making Method Based On Simplified Neutrosophic Linguistic Information With Cloud Model ...
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12
English quasi-numeral classifiers : a corpus-based cognitive-typological study
Zhang, Xu [Verfasser]. - 2017
DNB Subject Category Language
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13
English Quasi-Numeral Classifiers : A Corpus-Based Cognitive-Typological Study
Zhang, Xu [Verfasser]. - Bern : Peter Lang AG, Internationaler Verlag der Wissenschaften, 2017
DNB Subject Category Language
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14
A Component-Based Vocabulary-Extensible Sign Language Gesture Recognition Framework
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15
汉语方言词问题研究 ; On the Problems about Dialect-word in Chinese
張 旭; Zhang Xu. - : 神奈川大学, 2005
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