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- W4287019652 abstract "Recent Quality Estimation (QE) models based on multilingual pre-trained representations have achieved very competitive results when predicting the overall quality of translated sentences. Predicting translation errors, i.e. detecting specifically which words are incorrect, is a more challenging task, especially with limited amounts of training data. We hypothesize that, not unlike humans, successful QE models rely on translation errors to predict overall sentence quality. By exploring a set of feature attribution methods that assign relevance scores to the inputs to explain model predictions, we study the behaviour of state-of-the-art sentence-level QE models and show that explanations (i.e. rationales) extracted from these models can indeed be used to detect translation errors. We therefore (i) introduce a novel semi-supervised method for word-level QE and (ii) propose to use the QE task as a new benchmark for evaluating the plausibility of feature attribution, i.e. how interpretable model explanations are to humans." @default.
- W4287019652 created "2022-07-25" @default.
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- W4287019652 date "2021-08-27" @default.
- W4287019652 modified "2023-09-23" @default.
- W4287019652 title "Translation Error Detection as Rationale Extraction" @default.
- W4287019652 doi "https://doi.org/10.48550/arxiv.2108.12197" @default.
- W4287019652 hasPublicationYear "2021" @default.
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