Multilingual NLP

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention ACL 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025 ChakmaBridge: A Five-Way Parallel Corpus for Navigating the Script Divide in an Endangered Language AACL 2025 Challenges and Limitations in Gathering Resources for Low-Resource Languages: The Case of Medumba ACL 2025 Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025 Character Error Rate Estimation for Semi-Supervised Training of Speech Recognition for Arabic Dialects Interspeech 2025 Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces NAACL 2025 Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMs EMNLP 2025 Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead EMNLP 2025 Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025 CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection SemEval 2025 CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection COLING 2025 CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SemEval 2025 CLaC at DISRPT 2025: Hierarchical Adapters for Cross-Framework Multi-lingual Discourse Relation Classification EMNLP 2025 CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models NAACL 2025 CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025 CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025 Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025 CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents EMNLP 2025 CLIX: Cross-Lingual Explanations of Idiomatic Expressions ACL 2025 CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025 CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025 CoCo-CoLa: Evaluating and Improving Language Adherence in Multilingual LLMs EMNLP 2025 Code_Conquerors@DravidianLangTech 2025: Deep Learning Approach for Sentiment Analysis in Tamil and Tulu NAACL 2025