Multilingual NLP

Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025 M-IFEval: Multilingual Instruction-Following Evaluation NAACL 2025 MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING 2025 MiLiC-Eval: Benchmarking Multilingual LLMs for China’s Minority Languages ACL 2025 MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025 MILU: A Multi-task Indic Language Understanding Benchmark NAACL 2025 Mind the Inclusivity Gap: Multilingual Gender-Neutral Translation Evaluation with mGeNTE EMNLP 2025 Mind the (Language) Gap: Towards Probing Numerical and Cross-Lingual Limits of LVLMs EMNLP 2025 Minimal Pair-Based Evaluation of Code-Switching ACL 2025 MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025 MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation COLING 2025 Mitigating Language Confusion through Inference-time Intervention COLING 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025 Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025 MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025 MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 Modal Dependency Parsing via Biaffine Attention with Self-Loop ACL 2025 Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer EMNLP 2025 Modeling North African Dialects from Standard Languages EMNLP 2025 Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025 MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025