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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 – 12 of 12 1 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ... Xia, Mengzhou; Zheng, Guoqing; Mukherjee, Subhabrata. - : arXiv, 2021 BASE Show details 2 When Does Translation Require Context? A Data-driven, Multilingual Exploration ... Yin, Kayo; Fernandes, Patrick; Martins, André F. T.. - : arXiv, 2021 BASE Show details 3 Distributionally Robust Multilingual Machine Translation ... Zhou, Chunting; Levy, Daniel; Li, Xian. - : arXiv, 2021 BASE Show details 4 Meta Back-translation ... Pham, Hieu; Wang, Xinyi; Yang, Yiming. - : arXiv, 2021 BASE Show details 5 Do Context-Aware Translation Models Pay the Right Attention? ... Yin, Kayo; Fernandes, Patrick; Pruthi, Danish. - : arXiv, 2021 BASE Show details 6 The Return of Lexical Dependencies: Neural Lexicalized PCFGs ... Zhu, Hao; Bisk, Yonatan; Neubig, Graham. - : arXiv, 2020 BASE Show details 7 XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization ... Hu, Junjie; Ruder, Sebastian; Siddhant, Aditya. - : arXiv, 2020 BASE Show details 8 A Bilingual Generative Transformer for Semantic Sentence Embedding ... Wieting, John; Neubig, Graham; Berg-Kirkpatrick, Taylor. - : arXiv, 2019 BASE Show details 9 Improving Robustness of Machine Translation with Synthetic Noise ... Vaibhav, Vaibhav; Singh, Sumeet; Stewart, Craig. - : arXiv, 2019 BASE Show details 10 Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ... Wang, Zirui; Xie, Jiateng; Xu, Ruochen. - : arXiv, 2019 BASE Show details 11 Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ... Patra, Barun; Moniz, Joel Ruben Antony; Garg, Sarthak; Gormley, Matthew R.; Neubig, Graham. - : arXiv, 2019 Abstract: Recent work on bilingual lexicon induction (BLI) has frequently depended either on aligned bilingual lexicons or on distribution matching, often with an assumption about the isometry of the two spaces. We propose a technique to quantitatively estimate this assumption of the isometry between two embedding spaces and empirically show that this assumption weakens as the languages in question become increasingly etymologically distant. We then propose Bilingual Lexicon Induction with Semi-Supervision (BLISS) --- a semi-supervised approach that relaxes the isometric assumption while leveraging both limited aligned bilingual lexicons and a larger set of unaligned word embeddings, as well as a novel hubness filtering technique. Our proposed method obtains state of the art results on 15 of 18 language pairs on the MUSE dataset, and does particularly well when the embedding spaces don't appear to be isometric. In addition, we also show that adding supervision stabilizes the learning procedure, and is effective even ... : ACL 2019 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/1908.06625 https://dx.doi.org/10.48550/arxiv.1908.06625 BASE Hide details 12 Parameter Sharing Methods for Multilingual Self-Attentional Translation Models ... Sachan, Devendra Singh; Neubig, Graham. - : arXiv, 2018 BASE Show details

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