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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 Page: 1 2 3 Hits 1 – 20 of 59 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. - : arXiv, 2021 BASE Show 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 A set of recommendations for assessing human-machine parity in language translation Läubli, Samuel; Castilho, Sheila; Neubig, Graham... In: Läubli, Samuel orcid:0000-0001-5362-4106 , Castilho, Sheila orcid:0000-0002-8416-6555 , Neubig, Graham, Sennrich, Rico orcid:0000-0002-1438-4741 , Shen, Qinlan and Toral, Antonio orcid:0000-0003-2357-2960 (2020) A set of recommendations for assessing human-machine parity in language translation. Journal of Artificial Intelligence Research, 67 . pp. 653-672. ISSN 1076-9757 (2020) BASE Show details 5 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 6 A Set of Recommendations for Assessing Human-Machine Parity in Language Translation ... Läubli, Samuel; Castilho, Sheila; Neubig, Graham. - : arXiv, 2020 BASE Show details 7 Editors’ foreword to the special issue on human factors in neural machine translation [<Journal>] Castilho, Sheila [Verfasser]; Gaspari, Federico [Verfasser]; Moorkens, Joss [Verfasser]. DNB Subject Category Language Show details 8 Post-editing effort of a novel with statistical and neural machine translation Toral, Antonio; Wieling, Martijn; Way, Andy In: Toral, Antonio, Wieling, Martijn and Way, Andy orcid:0000-0001-5736-5930 (2018) Post-editing effort of a novel with statistical and neural machine translation. Frontiers in Digital Humanities, 5 (9). pp. 1-11. ISSN 2297-2668 (2018) BASE Show details 9 What level of quality can neural machine translation attain on literary text? Toral, Antonio; Way, Andy In: Toral, Antonio orcid:0000-0003-2357-2960 and Way, Andy orcid:0000-0001-5736-5930 (2018) What level of quality can neural machine translation attain on literary text? In: Moorkens, Joss orcid:0000-0003-4864-5986 , Castilho, Sheila orcid:0000-0002-8416-6555 , Gaspari, Federico orcid:0000-0003-3808-8418 and Doherty, S, (eds.) Translation Quality Assessment: From Principles to Practice. Machine Translation: Technologies and Applications book series (MATRA), 1 . Springer, Berlin/Heidelberg, 263 -287. ISBN 978-3-319-91240-0 (2018) BASE Show details 10 Post-editing effort of a novel with statistical and neural machine translation Toral, Antonio; Wieling, Martijn; Way, Andy In: Toral, Antonio orcid:0000-0003-2357-2960 , Wieling, Martijn orcid:0000-0003-0434-1526 and Way, Andy orcid:0000-0001-5736-5930 (2018) Post-editing effort of a novel with statistical and neural machine translation. Frontiers in Digital Humanities, 5 . ISSN 2297-2668 (2018) BASE Show details 11 Attaining the unattainable? Reassessing claims of human parity in neural machine translation Toral, Antonio; Hu, Ke; Way, Andy... In: Toral, Antonio orcid:0000-0003-2357-2960 , Castilho, Sheila orcid:0000-0002-8416-6555 , Hu, Ke and Way, Andy orcid:0000-0001-5736-5930 (2018) Attaining the unattainable? Reassessing claims of human parity in neural machine translation. In: Third Conference on Machine Translation (WMT), 31 Oct- 1 Nov 2018, Brussels, Belgium. ISBN 978-1-948087-81-0 (2018) BASE Show details 12 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 13 Quantitative Fine-grained Human Evaluation of Machine Translation Systems: a Case Study on English to Croatian Sanchez-Cartagena, Victor Manuel; Toral, Antonio; Klubicka, Filip In: Articles (2018) Abstract: This paper presents a quantitative fine-grained manual evaluation approach to comparing the performance of different machine translation (MT) systems. We build upon the well-established Multidimensional Quality Metrics (MQM) error taxonomy and implement a novel method that assesses whether the differences in performance for MQM error types between different MT systems are statistically significant. We conduct a case study for English-to- Croatian, a language direction that involves translating into a morphologically rich language, for which we compare three MT systems belonging to different paradigms: pure phrase-based, factored phrase-based and neural. First, we design an MQM-compliant error taxonomy tailored to the relevant linguistic phenomena of Slavic languages, which made the annotation process feasible and accurate. Errors in MT outputs were then annotated by two annotators following this taxonomy. Subsequently, we carried out a statistical analysis which showed that the best-performing system (neural) reduces the errors produced by the worst system (pure phrase-based) by more than half (54%). Moreover, we conducted an additional analysis of agreement errors in which we distinguished between short (phrase-level) and long distance (sentence-level) errors. We discovered that phrase-based MT approaches are of limited use for long distance agreement phenomena, for which neural MT was found to be especially effective. Keyword: Computational Engineering; Digital Humanities; error annotation; factored models; human evaluation; Language Interpretation and Translation; Modern Languages; multidimensional quality metrics (MQM); neural machine translation; Other Computer Engineering; phrase-based machine translation; Slavic Languages and Societies; statistical machine translation URL: https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1062&context=scschcomart https://arrow.tudublin.ie/scschcomart/57 BASE Hide details 14 Fine-grained human evaluation of neural versus phrase-based machine translation ... Klubička, Filip; Toral, Antonio; Sánchez-Cartagena, Víctor M.. - : arXiv, 2017 BASE Show details 15 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 16 Fine-Grained Human Evaluation of Neural Versus Phrase-Based Machine Translation Klubička Filip; Toral Antonio; Sánchez-Cartagena Víctor M. In: Prague Bulletin of Mathematical Linguistics , Vol 108, Iss 1, Pp 121-132 (2017) (2017) BASE Show details 17 CloudLM: a cloud-based language model for machine translation Ferrández-Tordera, Jorge; Ortiz-Rojas, Sergio; Toral, Antonio In: Ferrández-Tordera, Jorge, Ortiz-Rojas, Sergio and Toral, Antonio orcid:0000-0003-2357-2960 (2016) CloudLM: a cloud-based language model for machine translation. Prague Bulletin of Mathematical Linguistics (105). pp. 51-61. ISSN 1804-0462 (2016) BASE Show details 18 Serbian-English parallel corpus srenWaC 1.0 Ljubešić, Nikola; Esplà-Gomis, Miquel; Ortiz Rojas, Sergio. - : Jožef Stefan Institute, 2016 BASE Show details 19 Finnish web corpus fiWaC 1.0 Ljubešić, Nikola; Pirinen, Tommi; Toral, Antonio. - : Jožef Stefan Institute, 2016 BASE Show details 20 Finnish-English parallel corpus fienWaC 1.0 Ljubešić, Nikola; Esplà-Gomis, Miquel; Ortiz Rojas, Sergio. - : Jožef Stefan Institute, 2016 BASE Show details Page: 1 2 3

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