The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation

Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat. The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. In Philipp Koehn, Barry Haddon, Tom Kocmi, Christof Monz, editors, Proceedings of the Eighth Conference on Machine Translation, WMT 2023, Singapore, December 6-7, 2023. pages 1066-1083, Association for Computational Linguistics, 2023. [doi]

Abstract

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