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ENTITY Quality Estimation

Quality Estimation

PulseAugur coverage of Quality Estimation — every cluster mentioning Quality Estimation across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_215973 ·

    New paper argues for source-grounded machine translation evaluation

    This paper argues that current machine translation evaluation methods, which heavily rely on references, are insufficient for accurately assessing translation adequacy. The authors propose reframing Quality Estimation (…

  2. TOOL · CL_193753 ·

    Research paper reveals length bias in machine translation quality estimation metrics

    A new research paper has identified a systematic bias in quality estimation (QE) metrics used for machine translation. These metrics tend to over-predict errors in longer translations, even when the translations are hig…