Multilingual NLP

Nanda Family: Open-Weights Generative Large Language Models for Hindi EACL 2026 NASIMLab at SemEval-2026 Task 9: A Comparative Analysis of Fine-Tuned Small Language Models vs. Generative Large Language Models for Multilingual Polarization Type Detection SemEval 2026 NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression SemEval 2026 NE-BERT: A Multilingual Language Model for Nine Northeast Indian Languages EACL 2026 NeuronMoE: Efficient Cross-Lingual Extension via Neuron-Guided Mixture-of-Experts EACL 2026 NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection SemEval 2026 Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study EACL 2026 OLA: Output Language Alignment in Code-Switched LLM Interactions ACL 2026 One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026 One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers ACL 2026 On the Intelligibility of Romance Language Varieties: Spanish and Portuguese in Europe and America EACL 2026 OpenLID-v3: Improving the Precision of Closely Related Language Identification – An Experience Report EACL 2026 Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026) EACL 2026 OZemi at SemEval-2026 Task 9: A Cross-Lingual Approach to Online Text Polarization Classification Using Multilingual Models and Adaptive Loss Formulation SemEval 2026 Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation ACL 2026 Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian Languages ACL 2026 Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization ACL 2026 PartisanLens: A Multilingual Dataset of Hyperpartisan and Conspiratorial Immigration Narratives in European Media EACL 2026 Perplexity as a Metric for Dialectal Distance: A Computational Study of Greek Varieties EACL 2026 PersianPunc: A Large-Scale Dataset and BERT-Based Approach for Persian Punctuation Restoration EACL 2026 pfr821 at SemEval-2026 Task 9: Multilingual Polarization Detection via Hybrid XLM-RoBERTa with Targeted Data Augmentation and Imbalance-Aware Training SemEval 2026 PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain EACL 2026 Phatthachdau at SemEval-2026 Task 9: A Multi-Stage Augment-Judge-Train Pipeline for Multilingual Online Polarization Detection SemEval 2026 Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet ACL 2026 PolarizedTeam at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026