Multilingual NLP

Team HausaNLP at SemEval-2026 Task 9: Tackling Class Imbalance in Low-Resource Hausa Polarization Detection SemEval 2026 Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning SemEval 2026 TeluguEval: A Comprehensive Benchmark for Evaluating LLM Capabilities in Telugu EACL 2026 Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish EACL 2026 Text Filter Based on Automatically Acquired Vocabularies for Multilingual Machine Translation EACL 2026 The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP ACL 2026 The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models ACL 2026 The Mediomatix Corpus: Parallel Data for Romansh Language Varieties via Comparable Schoolbooks EACL 2026 The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026 The Price of Thought: A Multilingual Analysis of Reasoning, Performance, and Cost of Negotiation in Large Language Models EACL 2026 The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining ACL 2026 Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script ACL 2026 Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models ACL 2026 The Token Tax: Systematic Bias in Multilingual Tokenization EACL 2026 The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance AAAI 2026 Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026 Through the Looking Glass of Multilingual AI: Contrasting Language- and Name Script-Dependent Ethnic Hierarchies in GPT and DeepSeek ACL 2026 Tifin India at SemEval-2026 Task 5: Semantic Bridge: Augmented Encoding for Word Sense Plausibility SemEval 2026 TimeRes: A Turkish Benchmark For Evaluating Temporal Understanding of Large Language Models EACL 2026 TIPA: Typologically Informed Parameter Aggregation EACL 2026 TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages ACL 2026 Tokenization Cost, Retention, and Orthography Robustness for Ladin and Italian Varieties EACL 2026 Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping EACL 2026 TokLens: A Multilingual Lens on Tokenizer Quality for LLMs ACL 2026 To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling EACL 2026