Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate

Ashim Gupta, Maitrey Mehta, Zhichao Xu 0001, Vivek Srikumar. Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate. In Kentaro Inui, Sakriani Sakti, Haofen Wang, Derek F. Wong, Pushpak Bhattacharyya, Biplab Banerjee, Asif Ekbal, Tanmoy Chakraborty 0002, Dhirendra Pratap Singh, editors, Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025. pages 3477-3496, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 2025. [doi]

Abstract

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