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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 16 of 16 1 SMDT: Selective Memory-Augmented Neural Document Translation ... Zhang, Xu; Yang, Jian; Huang, Haoyang; Ma, Shuming; Zhang, Dongdong; Li, Jinlong; Wei, Furu. - : arXiv, 2022 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 BASE Hide details 2 StableMoE: Stable Routing Strategy for Mixture of Experts ... Dai, Damai; Dong, Li; Ma, Shuming. - : arXiv, 2022 BASE Show details 3 DeepNet: Scaling Transformers to 1,000 Layers ... Wang, Hongyu; Ma, Shuming; Dong, Li. - : arXiv, 2022 BASE Show details 4 Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt ... Huang, Lianzhe; Ma, Shuming; Zhang, Dongdong. - : arXiv, 2022 BASE Show details 5 On the Representation Collapse of Sparse Mixture of Experts ... Chi, Zewen; Dong, Li; Huang, Shaohan. - : arXiv, 2022 BASE Show details 6 A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model ... Sun, Xin; Ge, Tao; Ma, Shuming. - : arXiv, 2022 BASE Show details 7 Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation ... Chen, Guanhua; Ma, Shuming; Chen, Yun. - : arXiv, 2021 BASE Show details 8 Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders ... Chen, Guanhua; Ma, Shuming; Chen, Yun. - : arXiv, 2021 BASE Show details 9 MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs ... Chi, Zewen; Dong, Li; Ma, Shuming. - : arXiv, 2021 BASE Show details 10 Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task ... Yang, Jian; Ma, Shuming; Huang, Haoyang. - : arXiv, 2021 BASE Show details 11 DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders ... Ma, Shuming; Dong, Li; Huang, Shaohan. - : arXiv, 2021 BASE Show details 12 XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ... Chi, Zewen; Huang, Shaohan; Dong, Li. - : arXiv, 2021 BASE Show details 13 How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ... Xu, Weijia; Ma, Shuming; Zhang, Dongdong. - : arXiv, 2021 BASE Show details 14 XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders ... Ma, Shuming; Yang, Jian; Huang, Haoyang. - : arXiv, 2020 BASE Show details 15 Deconvolution-Based Global Decoding for Neural Machine Translation ... Lin, Junyang; Sun, Xu; Ren, Xuancheng. - : arXiv, 2018 BASE Show details 16 A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification ... Ma, Shuming; Sun, Xu. - : arXiv, 2017 BASE Show details

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