Multilingual NLP

Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain COLING 2025 Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach EMNLP 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT EMNLP 2025 KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025 Krikri: Advancing Open Large Language Models for Greek EMNLP 2025 Lahjawi: Arabic Cross-Dialect Translator COLING 2025 La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America ACL 2025 LangCompress: Language-Aware Compression of Large Language Models IJCNLP 2025 LangMark: A Multilingual Dataset for Automatic Post-Editing ACL 2025 LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025 Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025 Language Confusion and Multilingual Performance: A Case Study of Thai-Adapted Large Language Models AACL 2025 Language Dominance in Multilingual Large Language Models EMNLP 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language Imbalance Driven Rewarding for Multilingual Self-improving ICLR 2025 Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025 Language Model Alignment in Multilingual Trolley Problems ICLR 2025 Language Models are Universal Embedders ACL 2025 Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark EMNLP 2025 Language use of political parties over time: Stylistic Fronting in the Icelandic Gigaword Corpus NAACL 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025