Multilingual NLP

PolarMind at SemEval-2026 Task 9: Leveraging LaBSE with Progressive Curriculum Learning for Multicultural Polarization SemEval 2026 POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering ACL 2026 Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions EACL 2026 Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language? AAAI 2026 Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios EACL 2026 Power Asymmetries, Bias, and AI, a Reflection of Society on Low-Resourced Languages - African Languages as Case Study EACL 2026 Pretraining and Benchmarking Modern Encoders for Latvian EACL 2026 Processing Inconsistency Predicts Language Competence: LLM Evaluation Without Answer Labels on Turkic Languages ACL 2026 QAMAR: A New Fully Verified and Accurate Quranic Arabic Morphological Analysis Resource. EACL 2026 Qayyem: A Real-time Platform for Scoring Proficiency of Arabic Essays ACL 2026 Qomhrá: A Bilingual Irish and English Large Language Model EACL 2026 Quantifying Cross-Lingual Interference: Algorithmic Standardization of Kamtapuri in Large Language Models EACL 2026 Query-Following vs Context-Anchoring: How LLMs Handle Cross-Turn Language Switching EACL 2026 RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ACL 2026 Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts EACL 2026 Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding AAAI 2026 Revisiting Evaluation of Question Answering Systems in Low-Resource Indic Languages: Bridging Human and Metric Alignment ACL 2026 Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification ACL 2026 R-R at AbjadAuthorID Shared Task: A Fine-Tuned Approach for Kurdish Authorship Identification EACL 2026 Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards EACL 2026 Sagarmatha at SemEval-2026 Task 9: Heterogeneous Ensembling and Hierarchical Task Conditioning for Multilingual Latent Distributional Divergence Modeling SemEval 2026 SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning ACL 2026 SALT-31: A Machine Translation Benchmark Dataset for 31 Ugandan Languages EACL 2026 SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages AAAI 2026 Scaling Data-Constrained Language Models with Synthetic Data EACL 2026