Multilingual NLP

Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation AAAI 2026 Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers EACL 2026 SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? ACL 2026 SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia CVPR 2026 SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 Semi-Automatic construction of a Quechua-Spanish dictionary EACL 2026 Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models EACL 2026 ServSocIA at Semeval-2026 Task 9: Evaluating Prompt Strategies for Polarization Detection SemEval 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 Simorgh at SemEval-2026 task 7: Region-Aware Hybrid Retrieval for Low-Resource Cultural Reasoning in Multilingual Question Answering SemEval 2026 SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts EACL 2026 SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models EACL 2026 SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation ACL 2026 SMASH at SemEval-2026 Task 9: Detecting Multilingual Polarisation with Encoder Ensembles and Calibrated Decision Thresholds SemEval 2026 SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation EACL 2026 ssurface3 at SemEval-2026 Task 3: Efficient Methods for Multilingual Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan ACL 2026 Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026 SwissGov-RSD: A Human-annotated, Cross-lingual Benchmark for Token-level Recognition of Semantic Differences Between Related Documents ACL 2026 Synthetic Data Generation Pipeline for Low-Resource Swahili Sentiment Analysis: Multi-LLM Judging with Human Validation EACL 2026 Taien at SemEval-2026 Task 9: Multilingual Polarization Detection Using Transformer-based Models SemEval 2026 TajPersLexon: A Tajik–Persian Lexical Resource and Hybrid Model for Cross-Script Low-Resource NLP EACL 2026 Tarab: A Multi-Dialect Corpus of Arabic Lyrics and Poetry EACL 2026 TASE: Token Awareness and Structured Evaluation for Multilingual Language Models AAAI 2026 Teaching Modern NLP and LLMs at Kyiv School of Economics: A Practice-Oriented Course with Ukrainian Language Focus EACL 2026