Multilingual NLP

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 Arabic Author Attribution Using Transformer-Based Models: Insights from the AbjadAuthorID Shared Task EACL 2026 ArabicDialectHub: A Cross-Dialectal Arabic Learning Resource and Platform EACL 2026 AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic EACL 2026 AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia ACL 2026 A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026 A Shared Geometry of Difficulty in Multilingual Language Models ACL 2026 Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models EACL 2026 A Survey on Multilingual Mental Disorders Detection from Social Media Data EACL 2026 A Unified Turkic Idiom Understanding Benchmark: Idiom Detection and Semantic Retrieval Across Five Turkic Languages EACL 2026 Authorship Attribution in Multilingual Machine-Generated Texts ACL 2026 Automatic Correction of Writing Anomalies in Hausa Texts ACL 2026 AyahVerse at AbjadGenEval Shared Task: Monolingual Precision and Cross-Lingual Analysis in Perso-Arabic AI Detection EACL 2026 BanglaLlama: LLaMA for Bangla Language EACL 2026 BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction ACL 2026 BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation ACL 2026 BanSuite: A Unified Toolkit and Software Platform for Low-Resource NLP in Bangla EACL 2026 BeeParser at MWE-2026 PARSEME 2.0 Subtask 1: Can Cross-Lingual Interactions Improve MWE Identification? EACL 2026 Benchmarking Hate Speech Detection in Azerbaijani with Turkish Cross-Lingual Transfer and Transformer Models EACL 2026 Benchmarking Offensive Language Detection in Persian and Pashto EACL 2026 Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026 Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification EACL 2026 Beyond Monolingual Assumptions: A Survey on Code-Switched NLP in the Era of Large Language Models across Modalities ACL 2026 Beyond Multilinguality: Typological Limitations in Multilingual Models for Meitei Language EACL 2026 Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language EACL 2026