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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 – 18 of 18 1 Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ... Wang, Xinyi; Ruder, Sebastian; Neubig, Graham. - : arXiv, 2022 BASE Show details 2 Multi-view Subword Regularization ... Wang, Xinyi; Ruder, Sebastian; Neubig, Graham. - : arXiv, 2021 BASE Show details 3 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ... Wang, Xinyi; Tsvetkov, Yulia; Ruder, Sebastian. - : arXiv, 2021 BASE Show details 4 Meta Back-translation ... Pham, Hieu; Wang, Xinyi; Yang, Yiming. - : arXiv, 2021 BASE Show details 5 Modeling Disclosive Transparency in NLP Application Descriptions ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Albalak, Alon; Levy, Sharon. - : Underline Science Inc., 2021 BASE Show details 6 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Sebastian; Neubig, Graham. - : Underline Science Inc., 2021 BASE Show details 7 Multi-view Subword Regularization ... NAACL 2021 2021; ., Sebastian; Neubig, Graham. - : Underline Science Inc., 2021 BASE Show details 8 Balancing Training for Multilingual Neural Machine Translation ... Wang, Xinyi; Tsvetkov, Yulia; Neubig, Graham. - : arXiv, 2020 BASE Show details 9 Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation ... Gao, Luyu; Wang, Xinyi; Neubig, Graham. - : arXiv, 2020 Abstract: To improve the performance of Neural Machine Translation~(NMT) for low-resource languages~(LRL), one effective strategy is to leverage parallel data from a related high-resource language~(HRL). However, multilingual data has been found more beneficial for NMT models that translate from the LRL to a target language than the ones that translate into the LRLs. In this paper, we aim to improve the effectiveness of multilingual transfer for NMT models that translate \emph{into} the LRL, by designing a better decoder word embedding. Extending upon a general-purpose multilingual encoding method Soft Decoupled Encoding~\citep{SDE}, we propose DecSDE, an efficient character n-gram based embedding specifically designed for the NMT decoder. Our experiments show that DecSDE leads to consistent gains of up to 1.8 BLEU on translation from English to four different languages. ... : Accepted to Findings of EMNLP 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2010.01667 https://arxiv.org/abs/2010.01667 BASE Hide details 10 Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ... Wang, Xinyi; Neubig, Graham. - : arXiv, 2019 BASE Show details 11 Multilingual Neural Machine Translation With Soft Decoupled Encoding ... Wang, Xinyi; Pham, Hieu; Arthur, Philip. - : arXiv, 2019 BASE Show details 12 A Tree-based Decoder for Neural Machine Translation ... Wang, Xinyi; Pham, Hieu; Yin, Pengcheng. - : arXiv, 2018 BASE Show details 13 Influence of Ideological Manipulation on Slogan Translation - A Comparative Study on Two Chinese Versions of George Orwell's novel Nineteen Eighty-Four Wang, Xinyi. - : The University of Queensland, School of Languages and Cultures, 2018 BASE Show details 14 The Effect of Language Ability in Creativity Assessment Wang, Xinyi. - 2016 BASE Show details 15 Generic decision-making on the retreatment of copper tailings dams Wang, Xinyi. - : University of British Columbia, 2012 BASE Show details 16 Generic decision-making on the retreatment of copper tailings dams Wang, Xinyi. - : University of British Columbia, 2012 BASE Show details 17 Generic decision-making on the retreatment of copper tailings dams ... Wang, Xinyi. - : University of British Columbia, 2012 BASE Show details 18 Generic decision-making on the retreatment of copper tailings dams Wang, Xinyi. - : University of British Columbia, 2012 BASE Show details

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