multilingual language model

Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 LOLA – An Open-Source Massively Multilingual Large Language Model COLING 2025 Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025 Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025 MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages EMNLP 2025 Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models EMNLP 2025 Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025 Mitigating Language Confusion through Inference-time Intervention COLING 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025 MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025 MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025 Multilingual Collaborative Defense for Large Language Models EMNLP 2025 Multilingual Definition Modeling ACL 2025 Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025 Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025 Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025 Multilingual Verbalisation of Knowledge Graphs EMNLP 2025 Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025 On Multilingual Encoder Language Model Compression for Low-Resource Languages IJCNLP 2025 OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025 PakBBQ: A Culturally Adapted Bias Benchmark for QA EMNLP 2025