Multilingual NLP

ViGoEmotions: A Benchmark Dataset For Fine-grained Emotion Detection on Vietnamese Texts EACL 2026 VN-MTEB: Vietnamese Massive Text Embedding Benchmark EACL 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models ACL 2026 When LLMs Annotate: Reliability Challenges in Low-Resource NLI EACL 2026 When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training EACL 2026 When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond ACL 2026 When Multilingual Evaluation Assumptions Fail: Tokenization Effects Across Scripts EACL 2026 Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding ACL 2026 Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains EACL 2026 Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026 WikiLingDiv: a dataset for quantifying digital linguistic diversity using Wikipedia page views EACL 2026 Would LLMs be Good Historical Linguists and Chinese Dialect Learners? ACL 2026 XToM: Exploring the Multilingual Theory of Mind for Large Language Models ACL 2026 YangSteam at SemEval-2026 Task 3: Transformer-Based Aspect-Aware Regression for Dimensional Sentiment and Stance Analysis SemEval 2026 YNU-ABSA at SemEval-2026 Task 3: A Unified Pipeline for Continuous and Structured Dimensional ABSA SemEval 2026 zhangpeng at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning EMNLP 2025 A Benchmark for Translations Across Styles and Language Variants EMNLP 2025 Ability Transfer Through Language Mixing IJCNLP 2025 A Brief Overview of the First Workshop on Challenges in Processing South Asian Languages (CHiPSAL) COLING 2025 A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions NAACL 2025 A Cookbook for Community-driven Data Collection of Impaired Speech in Low-Resource Languages Interspeech 2025