Multilingual NLP

Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model ACL 2025 Multilingual Grammatical Error Annotation: Combining Language-Agnostic Framework with Language-Specific Flexibility ACL 2025 Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025 Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025 Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025 Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 Multilingual Native Language Identification with Large Language Models NAACL 2025 Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models NAACL 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Multilingual Political Views of Large Language Models: Identification and Steering IJCNLP 2025 Multilingual Pretraining for Pixel Language Models EMNLP 2025 Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025 Multilingual Reasoning via Self-training NAACL 2025 Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025 Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs COLING 2025 Multilingual State Space Models for Structured Question Answering in Indic Languages NAACL 2025 Multilingual Verbalisation of Knowledge Graphs EMNLP 2025 Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025 MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder ACL 2025 MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation EMNLP 2025 MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment SemEval 2025