cross-lingual consistency

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026 Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions EACL 2026 Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation CVPR 2026 Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025 Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? EMNLP 2025 Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025 CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025 Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025 Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate IJCNLP 2025 Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025 NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025 What if I ask in alia lingua? Measuring Functional Similarity Across Languages EMNLP 2025 Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024 Exploring Intra and Inter-language Consistency in Embeddings with ICA EMNLP 2024 Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models EMNLP 2023 Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023 Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization EMNLP 2023 Dataset Geography: Mapping Language Data to Language Users ACL 2022