multilingual language model

Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan ACL 2026 The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026 The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining ACL 2026 Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models ACL 2026 TIPA: Typologically Informed Parameter Aggregation EACL 2026 TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models ACL 2026 TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs ACL 2026 UNED at SemEval-2026 Task 9: Sentiment-Aware Transformer Models with Back-Translation Augmentation for Online polarisation Detection SemEval 2026 When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation Evaluation EACL 2026 When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training EACL 2026 Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? ICLR 2025 Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025 Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025 Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025 BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ACL 2025 Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025 Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025 Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025 Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025 Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP 2025 CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 CIC-NLP@DravidianLangTech 2025: Fake News Detection in Dravidian Languages NAACL 2025 Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025 Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ACL 2025 Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons ACL 2025