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Dual-Decoder Transformer For end-to-end Mandarin Chinese Speech Recognition with Pinyin and Character ...
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Fine-Scale Population Admixture Landscape of Tai–Kadai-Speaking Maonan in Southwest China Inferred From Genome-Wide SNP Data
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In: Front Genet (2022)
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Observation of new excited ${B} ^0_{s} $ states
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In: Eur.Phys.J.C ; https://hal.archives-ouvertes.fr/hal-03010999 ; Eur.Phys.J.C, 2021, 81 (7), pp.601. ⟨10.1140/epjc/s10052-021-09305-3⟩ (2021)
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Cross Modification Attention Based Deliberation Model for Image Captioning ...
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Syntax-aware Data Augmentation for Neural Machine Translation ...
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Abstract:
Data augmentation is an effective performance enhancement in neural machine translation (NMT) by generating additional bilingual data. In this paper, we propose a novel data augmentation enhancement strategy for neural machine translation. Different from existing data augmentation methods which simply choose words with the same probability across different sentences for modification, we set sentence-specific probability for word selection by considering their roles in sentence. We use dependency parse tree of input sentence as an effective clue to determine selecting probability for every words in each sentence. Our proposed method is evaluated on WMT14 English-to-German dataset and IWSLT14 German-to-English dataset. The result of extensive experiments show our proposed syntax-aware data augmentation method may effectively boost existing sentence-independent methods for significant translation performance improvement. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2004.14200 https://arxiv.org/abs/2004.14200
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Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation ...
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SG-Net: Syntax Guided Transformer for Language Representation ...
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Neural topic modeling with bidirectional adversarial training
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Measurement of $W^{\pm}$-boson and $Z$-boson production cross-sections in $pp$ collisions at $\sqrt{s}=2.76$ TeV with the ATLAS detector
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BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ...
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Towards a Discipline of Multimodality: Parallels to Mathematics and Linguistics and New Ways Forward
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Open event extraction from online text using a generative adversarial network
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Exploring Recombination for Efficient Decoding of Neural Machine Translation ...
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Editorial for the special issue on heterogeneous sensors-based object identification and information fusion
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In: ISSN: 1074-5351 ; EISSN: 1099-1131 ; International Journal of Communication Systems ; https://hal.laas.fr/hal-02091767 ; International Journal of Communication Systems, Wiley, 2017, 30 (5), pp.e3298. ⟨10.1002/dac.3298⟩ (2017)
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Structural Stability of Lexical Semantic Spaces: Nouns in Chinese and French ...
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