Multilingual NLP

Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models IJCNLP 2025 B-REASO: A Multi-Level Multi-Faceted Bengali Evaluation Suite for Foundation Models EMNLP 2025 Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025 Bridging Health Literacy Gaps in Indian Languages: Multilingual LLMs for Clinical Text Simplification AACL 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025 Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025 Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments AAAI 2025 Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs COLING 2025 Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025 BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages ACL 2025 Bringing Ladin to FLORES+ EMNLP 2025 byteSizedLLM@DravidianLangTech 2025: Fake News Detection in Dravidian Languages Using Transliteration-Aware XLM-RoBERTa and Transformer Encoder-Decoder NAACL 2025 byteSizedLLM@DravidianLangTech 2025: Sentiment Analysis in Tamil Using Transliteration-Aware XLM-RoBERTa and Attention-BiLSTM NAACL 2025 C²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models ACL 2025 CaLMQA: Exploring culturally specific long-form question answering across 23 languages ACL 2025 Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP 2025 Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025 Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025 Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? ICLR 2025 Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic COLING 2025 Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities EMNLP 2025 Can LLMs Verify Arabic Claims? Evaluating the Arabic Fact-Checking Abilities of Multilingual LLMs COLING 2025 Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025 Capturing Intra-Dialectal Variation in Qatari Arabic: A Corpus of Cultural and Gender Dimensions EMNLP 2025