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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 – 8 of 8 1 Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas ... Mager, Manuel; Oncevay, Arturo; Ebrahimi, Abteen. - : Association for Computational Linguistics, 2021 BASE Show details 2 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ... Ebrahimi, Abteen; Mager, Manuel; Oncevay, Arturo. - : arXiv, 2021 BASE Show details 3 Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas In: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas. Edited by: Mager, Manuel; Oncevay, Arturo; Rios, Annette; Meza Ruiz, Ivan Vladimir; Palmer, Alexis; Neubig, Graham; Kann, Katharina (2021). Online: Association for Computational Linguistics. (2021) BASE Show details 4 The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task Bawden, Rachel; Birch, Alexandra; Dobreva, Radina; Oncevay, Arturo; Miceli Barone, Antonio Valerio; Williams, Philip In: Proceedings of the 5th Conference on Machine Translation ; 5th Conference on Machine Translation ; https://hal.archives-ouvertes.fr/hal-02981153 ; 5th Conference on Machine Translation, Nov 2020, Online, Unknown Region (2020) Abstract: International audience ; We describe the University of Edinburgh's submissions to the WMT20 news translation shared task for the low resource language pair English-Tamil and the mid-resource language pair English-Inuktitut. We use the neural machine translation transformer architecture for all submissions and explore a variety of techniques to improve translation quality to compensate for the lack of parallel training data. For the very low-resource English-Tamil, this involves exploring pretraining, using both language model objectives and translation using an unrelated high-resource language pair (German-English), and iterative backtransla-tion. For English-Inuktitut, we explore the use of multilingual systems, which, despite not being part of the primary submission, would have achieved the best results on the test set. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Inuktitut; Machine translation; Shared task; Tamil URL: https://hal.archives-ouvertes.fr/hal-02981153/document https://hal.archives-ouvertes.fr/hal-02981153/file/UEDIN_WMT20_System_description-7.pdf https://hal.archives-ouvertes.fr/hal-02981153 BASE Hide details 5 Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations ... Oncevay, Arturo; Haddow, Barry; Birch, Alexandra. - : arXiv, 2020 BASE Show details 6 Revisiting Neural Language Modelling with Syllables ... Oncevay, Arturo; Rojas, Kervy Rivas. - : arXiv, 2020 BASE Show details 7 Towards a Multi-view Language Representation: A Shared Space of Discrete and Continuous Language Features ... Oncevay, Arturo; Haddow, Barry; Birch, Alexandra. - : Zenodo, 2019 BASE Show details 8 Towards a Multi-view Language Representation: A Shared Space of Discrete and Continuous Language Features ... Oncevay, Arturo; Haddow, Barry; Birch, Alexandra. - : Zenodo, 2019 BASE Show details

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