Automatic Testing and Improvement of Machine Translation

ICSE, pp. 974-985, 2019.

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Abstract:

This paper presents TransRepair, a fully automatic approach for testing and repairing the consistency of machine translation systems. TransRepair combines mutation with metamorphic testing to detect inconsistency bugs (without access to human oracles). It then adopts probability-reference or cross-reference to post-process the translati...More
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