Multilingual NLP

Monolingual Adapter Networks for Efficient Cross-Lingual Alignment EMNLP 2025 mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025 mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025 M-RewardBench: Evaluating Reward Models in Multilingual Settings ACL 2025 MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025 MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SemEval 2025 mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025 MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025 MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025 MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models EMNLP 2025 Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM ICLR 2025 MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language EMNLP 2025 MULBERE: Multilingual Jailbreak Robustness Using Targeted Latent Adversarial Training EMNLP 2025 MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters EMNLP 2025 Multi-lingual and Zero-Shot Speech Recognition by Incorporating Classification of Language-Independent Articulatory Features Interspeech 2025 Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress ACL 2025 Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025 Multilingual Collaborative Defense for Large Language Models EMNLP 2025 Multilingual Continual Learning using Attention Distillation COLING 2025 Multilingual Data Filtering using Synthetic Data from Large Language Models EMNLP 2025 Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems EMNLP 2025 Multilingual Definition Modeling ACL 2025 Multilingual Dialogue Generation and Localization with Dialogue Act Scripting EMNLP 2025 Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025