multilingual nlp

Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches? EMNLP 2025 FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SemEval 2025 FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean EMNLP 2025 From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025 From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025 From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025 GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification SemEval 2025 Generating Text from Uniform Meaning Representation IJCNLP 2025 Gen-mABSA-T5: A Multilingual Zero-Shot Generative Framework for Aspect-Based Sentiment Analysis AACL 2025 GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture ACL 2025 Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025 HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection SemEval 2025 HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities COLING 2025 Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging SemEval 2025 How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025 HuGME: A benchmark system for evaluating Hungarian generative LLMs ACL 2025 Hyderabadi Pearls at Multilingual Counterspeech Generation : HALT : Hate Speech Alleviation using Large Language Models and Transformers COLING 2025 IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025 Identifying Open Challenges in Language Identification ACL 2025 Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance IJCNLP 2025 Indian Grammatical Tradition-Inspired Universal Semantic Representation Bank (USR Bank 1.0) AACL 2025 indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages SemEval 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian IJCNLP 2025