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Pushing the right buttons: adversarial evaluation of quality estimation
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In: Proceedings of the Sixth Conference on Machine Translation ; 625 ; 638 (2022)
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Reverse racism: the construction of a slip narrative ; Racismo inverso: la construcción de una narrativa deslizante ; Racismo reverso: a construção de uma narrativa de esquiva
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In: Signótica; Vol. 34 (2022) ; Signótica; v. 34 (2022) ; 2316-3690 ; 0103-7250 (2022)
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When Does Translation Require Context? A Data-driven, Multilingual Exploration ...
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Measuring and Increasing Context Usage in Context-Aware Machine Translation ...
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Do Context-Aware Translation Models Pay the Right Attention? ...
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Findings of the WMT 2021 Shared Task on Quality Estimation ...
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Do Context-Aware Translation Models Pay the Right Attention? ...
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Findings of the WMT 2021 shared task on quality estimation
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In: 689 ; 730 (2021)
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Abstract:
© (2021) The Authors. Published by ACL. This is an open access article available under a Creative Commons licence. The published version can be accessed at the following link on the publisher’s website: http://www.statmt.org/wmt21/pdf/2021.wmt-1.71.pdf ; We report the results of the WMT 2021 shared task on Quality Estimation, where the challenge is to predict the quality of the output of neural machine translation systems at the word and sentence levels. This edition focused on two main novel additions: (i) prediction for unseen languages, i.e. zero-shot settings, and (ii) prediction of sentences with catastrophic errors. In addition, new data was released for a number of languages, especially post-edited data. Participating teams from 19 institutions submitted altogether 1263 systems to different task variants and language pairs.
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Keyword:
machine translation; quality estimation
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URL: http://hdl.handle.net/2436/624392
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MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset ...
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Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning ...
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Findings of the WMT 2020 shared task on quality estimation
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In: 743 ; 764 (2020)
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MLQE-PE: A multilingual quality estimation and post-editing dataset
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