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Fine-grained linguistic evaluation for state-of-the-art Machine Translation ...
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Fine-grained evaluation of Quality Estimation for Machine translation based on a linguistically-motivated Test Suite ...
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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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Abstract:
We present the results of the application of a grammatical test suite for German$\rightarrow$English MT on the systems submitted at WMT19, with a detailed analysis for 107 phenomena organized in 14 categories. The systems still translate wrong one out of four test items in average. Low performance is indicated for idioms, modals, pseudo-clefts, multi-word expressions and verb valency. When compared to last year, there has been a improvement of function words, non-verbal agreement and punctuation. More detailed conclusions about particular systems and phenomena are also presented. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1910.07457 https://arxiv.org/abs/1910.07457
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