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Fine-grained evaluation of Quality Estimation for Machine translation based on a linguistically-motivated Test Suite ...
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Abstract:
We present an alternative method of evaluating Quality Estimation systems, which is based on a linguistically-motivated Test Suite. We create a test-set consisting of 14 linguistic error categories and we gather for each of them a set of samples with both correct and erroneous translations. Then, we measure the performance of 5 Quality Estimation systems by checking their ability to distinguish between the correct and the erroneous translations. The detailed results are much more informative about the ability of each system. The fact that different Quality Estimation systems perform differently at various phenomena confirms the usefulness of the Test Suite. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1910.07468 https://dx.doi.org/10.48550/arxiv.1910.07468
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Fine-grained evaluation of German-English Machine Translation based on a Test Suite ...
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Linguistic evaluation of German-English Machine Translation using a Test Suite ...
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Comparative Quality Estimation for Machine Translation. An Application of Artificial Intelligence on Language Technology using Machine Learning of Human Preferences
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Universal Dependencies 2.2
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In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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Speech verification for computer assisted pronunciation training
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Ai, Renlong. - : Saarländische Universitäts- und Landesbibliothek, 2018
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19 |
Universal Dependencies 2.1
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In: https://hal.inria.fr/hal-01682188 ; 2017 (2017)
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Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
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