Multilingual NLP

Large Language Models for Mental Health: A Multilingual Evaluation EACL 2026 LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety ACL 2026 LCMA-SRT: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation ACL 2026 Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study EACL 2026 LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval EACL 2026 Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026 Leveraging CoHere Multilingual Embeddings and Inverted Softmax Retrieval for Automatic Parallel Sentence Alignment in Low-Resource Languages EACL 2026 Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages EACL 2026 LingoResearchGroup at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection SemEval 2026 LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 LLM-based Literal Example Generation for Japanese Multiword Expressions ACL 2026 LLM-Based Multi-Task Bangla Hate Speech Detection: Type, Severity, and Target ACL 2026 LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models ACL 2026 Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs ACL 2026 LocuPrompt at SemEval-2026 Task 7: A Multilingual Prompting Framework for Cross-Cultural Everyday Knowledge in LLMs SemEval 2026 LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTa EACL 2026 Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs ACL 2026 Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text ACL 2026 Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer EACL 2026 LuxDiagRC: A Diagnostic Reading Comprehension Corpus for Luxembourgish with Linguistic and Cognitive Annotation Layers EACL 2026 M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models WACV 2026 Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ACL 2026 Massively Multilingual Joint Segmentation and Glossing ACL 2026 MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026 MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning EACL 2026