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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 – 9 of 9 1 Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer ... Lai, Huiyuan; Toral, Antonio; Nissim, Malvina. - : arXiv, 2022 BASE Show details 2 Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language ... Edman, Lukas; Üstün, Ahmet; Toral, Antonio; van Noord, Gertjan. - : arXiv, 2021 Abstract: This paper describes the methods behind the systems submitted by the University of Groningen for the WMT 2021 Unsupervised Machine Translation task for German--Lower Sorbian (DE--DSB): a high-resource language to a low-resource one. Our system uses a transformer encoder-decoder architecture in which we make three changes to the standard training procedure. First, our training focuses on two languages at a time, contrasting with a wealth of research on multilingual systems. Second, we introduce a novel method for initializing the vocabulary of an unseen language, achieving improvements of 3.2 BLEU for DE$\rightarrow$DSB and 4.0 BLEU for DSB$\rightarrow$DE. Lastly, we experiment with the order in which offline and online back-translation are used to train an unsupervised system, finding that using online back-translation first works better for DE$\rightarrow$DSB by 2.76 BLEU. Our submissions ranked first (tied with another team) for DSB$\rightarrow$DE and third for DE$\rightarrow$DSB. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2109.12012 https://dx.doi.org/10.48550/arxiv.2109.12012 BASE Hide details 3 Generic resources are what you need: Style transfer tasks without task-specific parallel training data ... Lai, Huiyuan; Toral, Antonio; Nissim, Malvina. - : arXiv, 2021 BASE Show details 4 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT ... van Noord, Rik; Toral, Antonio; Bos, Johan. - : arXiv, 2020 BASE Show details 5 A Set of Recommendations for Assessing Human-Machine Parity in Language Translation ... Läubli, Samuel; Castilho, Sheila; Neubig, Graham. - : arXiv, 2020 BASE Show details 6 Quantitative Fine-Grained Human Evaluation of Machine Translation Systems: a Case Study on English to Croatian ... Klubička, Filip; Toral, Antonio; Sánchez-Cartagena, Víctor M.. - : arXiv, 2018 BASE Show details 7 Fine-grained human evaluation of neural versus phrase-based machine translation ... Klubička, Filip; Toral, Antonio; Sánchez-Cartagena, Víctor M.. - : arXiv, 2017 BASE Show details 8 A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions ... Toral, Antonio; Sánchez-Cartagena, Víctor M.. - : arXiv, 2017 BASE Show details 9 Mining and Exploiting Domain-Specific Corpora in the PANACEA Platform ... Bel, Núria; Papavasiliou, Vassilis; Prokopidis, Prokopis. - : arXiv, 2013 BASE Show details

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