cd/entity/Association for Machine Translation in the Americas· home entities Association for Machine Translation in the Americas
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Association for Machine Translation in the Americas

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2026-09-01
aclanthology.org
artificial-intelligence

LLMs as Translator Training Partners: A Multi-Agent Approach

Researchers Ming Qian and Luyi Yang found that GPT5, guided by MQM-like prompts, aligned with human evaluators on 77.8% of negative flags and 88.9% of positive flags, with an F1 score of 0.875 for det…

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