"machine translation evaluation" Papers

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Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost

Runzhe Zhan, Zhihong Huang, Xinyi Yang et al.

NEURIPS 2025arXiv:2510.20780
1
citations

Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation

Julia Kreutzer, Eleftheria Briakou, Sweta Agrawal et al.

COLM 2025paperarXiv:2504.11829
6
citations

Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation

Muhammed Yusuf Kocyigit, Eleftheria Briakou, Daniel Deutsch et al.

ICML 2025oralarXiv:2501.18771
7
citations

Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation

Paulo Cavalin, Pedro H. Domingues, Claudio Pinhanez

AAAI 2025paperarXiv:2407.12832
4
citations