Multilingual NLP

Framing Political Bias in Multilingual LLMs Across Pakistani Languages ACL 2026 From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language Models EACL 2026 From Posts to Pressure: An Arabic Dataset about Stress and Mental-Health Monitoring EACL 2026 Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026 German-English Code-Switching in Large Language Models EACL 2026 G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment ACL 2026 GlobLingDiv: A global dataset linking linguistic diversity and digital support to reveal landscapes with under-resourced languages for NLP EACL 2026 GloCTM: Cross-Lingual Topic Modeling via a Global Context Space AAAI 2026 GOLEMcoref: A Multilingual Coreference Dataset of Fiction ACL 2026 Grammatical Error Correction for Low-Resource Languages: The Case of Zarma EACL 2026 HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training AAAI 2026 Happiness is Sharing a Vocabulary: A Study of Transliteration Methods EACL 2026 HarfoSokhan: A Comprehensive Parallel Dataset for Transitions between Persian Colloquial and Formal Variations EACL 2026 Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties CoNLL 2026 HausaNLP at SemEval-2026 Task 7: Prompt-based Hausa Cultural Question Answering SemEval 2026 hllwan at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via LLM Feature Fusion and Test-Time Adaptation SemEval 2026 Howard University-AI4PC at SemEval-2026 Task 7: Culturally Aware Multilingual Model Routing Through a Mixture-of-Specialists Framework SemEval 2026 How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026 How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective AAAI 2026 How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP ACL 2026 How to Improve LLMs’ Performance on Specific Languages: A Perspective on LLM-Derived Language Similarity ACL 2026 ILab-NLP at SemEval-2026 Task 9: Comparing XLM-RoBERTa and LLaMA-2 for Multilingual Polarization Detection SemEval 2026 Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing EACL 2026 Improving on State-of-the-Art Models for Sentiment Analysis on Saudi-English Code-Switching Text EACL 2026 Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering EACL 2026