language confusion

Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning ACL 2026 TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models ACL 2026 Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025 Controlling Language Confusion in Multilingual LLMs ACL 2025 Language Surgery in Multilingual Large Language Models EMNLP 2025 Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025 Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models EMNLP 2025 Mitigating Language Confusion through Inference-time Intervention COLING 2025 ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance EMNLP 2025 CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024 Understanding and Mitigating Language Confusion in LLMs EMNLP 2024 A reproduction of Apple’s bi-directional LSTM models for language identification in short strings EACL 2021 Improving Multilingual Transformer Transducer Models by Reducing Language Confusions Interspeech 2021