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.
In Proceedings of the Eighth Conference on Machine Translation , pages 756–767
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Estimating Machine Translation Difficulty
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.