Multi-Lingual Learning

From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages ACL 2025 Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025 HODIAT: A Dataset for Detecting Homotransphobic Hate Speech in Italian with Aggressiveness and Target Annotation ACL 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025 Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context EMNLP 2025 LexGen: Domain-aware Multilingual Lexicon Generation ACL 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025 MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025 Multilingual Dialogue Generation and Localization with Dialogue Act Scripting EMNLP 2025 Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing 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 Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025 MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025 Scaling Laws for Multilingual Language Models ACL 2025 Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025 Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025 Swiss German Speech Translation and the Curse of Multidialectality ACL 2025 The Cross-linguistic Role of Animacy in Grammar Structures ACL 2025