Multilingual NLP

Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora EMNLP 2025 MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs EMNLP 2025 Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset ACL 2025 Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025 MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi EMNLP 2025 Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025 Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025 Matina: A Culturally-Aligned Persian Language Model Using Multiple LoRA Experts ACL 2025 Mātṛkā: Multilingual Jailbreak Evaluation of Open-Source Large Language Models AACL 2025 MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025 McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models ACL 2025 McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025 MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks MLHC 2025 MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction AACL 2025 MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language IJCNLP 2025 Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs ICML 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025 MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset ACL 2025 MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025