Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models

Ercong Nie, Helmut Schmid, Hinrich Schütze. Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 690-706, Association for Computational Linguistics, 2025. [doi]

Abstract

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