Multilingual NLP

IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages EACL 2026 Indic-TunedLens: Interpreting Multilingual Models in Indian Languages EACL 2026 InstructLR: A Scalable Approach to Create Instruction Dataset for Under-Resourced Languages EACL 2026 Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim Detection EACL 2026 IPN at MWE-2026 PARSEME 2.0 Subtask 1: MWE Identification via Related Languages and Harnessing Thinking Mode EACL 2026 IReL_IIT(BHU) at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning ACL 2026 Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI ACL 2026 ITLC at SemEval-2026 Task 11: Normalization and Deterministic Parsing for Formal Reasoning in LLMs SemEval 2026 JEEM: Vision-Language Understanding in Four Arabic Dialects EACL 2026 JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models’ Detection of Human risky health behavior Content in Jirai Community EACL 2026 Joshualee2 at SemEval-2026 Task 9: Cross-Lingual Transformer-Based Polarization Detection SemEval 2026 JuriFindIT: an Italian legal retrieval dataset EACL 2026 KinyaProp: Fine-Grained Propaganda Annotation in Kinyarwanda ACL 2026 L3IRIT at SemEval-2026 Task 4: Learning Narrative Similarity from Aligned Film Plot Summaries SemEval 2026 LAILA: A Large Trait-Based Dataset for Arabic Automated Essay Scoring EACL 2026 LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026 Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning ACL 2026 Language Directions in Multilingual LLMs: A Layer-wise Diagnostic Study of Token Alignment and Pretraining Imprint ACL 2026 Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation AAAI 2026 Language Family Matters: Evaluating SpeechLLMs Across Linguistic Boundaries EACL 2026 Language Matters: Target-Language Supervision for Political Bias Detection in Turkish News EACL 2026 Language of Thought Shapes Output Diversity in Large Language Models ACL 2026 Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026 LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models ACL 2026