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Tradumàtica, 0(12):0455–463

Multidimensional quality metrics (MQM): A framework for declaring, describing translation quality metrics

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Estimating Machine Translation Difficulty

cs.CL · 2025-08-13 · conditional · novelty 5.0

A source-only quality model, Sentinel-src-24, predicts which texts machine translation systems will translate poorly better than heuristics, LLM judges, and expensive crowd pipelines.

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  • Estimating Machine Translation Difficulty cs.CL · 2025-08-13 · conditional · none · ref 2014

    A source-only quality model, Sentinel-src-24, predicts which texts machine translation systems will translate poorly better than heuristics, LLM judges, and expensive crowd pipelines.