Construct · 1 fields · 1 citations

reference bias in machine translation evaluation: a standalone construct

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reference bias in machinetranslation evaluation1 CONSTRUCTReference bias inFOMICHEVA · NATURAL LANGUAGE

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Natural language processing

evaluators' tendency to judge a machine translation by its similarity to the one reference shown, penalizing valid alternative translations.

In natural language processing, reference bias in machine translation evaluation refers to evaluators' tendency to judge a machine translation by its similarity to the one reference shown, penalizing valid alternative translations. This meaning comes from Fomicheva (2016) in Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers).[1]

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Nearby constructs

association4 fields · 4 citationsjingle · one word, four constructsbias6 fields · 8 citationsjingle · one name, six constructscitation bias1 fields · 1 citationsanchor · a standalone construct

References

  1. Fomicheva, M., & Specia, L. (2016). Reference Bias in Monolingual Machine Translation Evaluation. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). https://doi.org/10.18653/v1/p16-2013

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