Multilingual NLP

Probing the Limits of Multilingual Language Understanding: Low-Resource Language Proverbs as LLM Benchmark for AI Wisdom EMNLP 2025 PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SemEval 2025 PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning NAACL 2025 Prompting Large Language Models for Italian Clinical Reports: A Benchmark Study ACL 2025 PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 Protein Structure Tokenization: Benchmarking and New Recipe ICML 2025 ProtoXTM: Cross-Lingual Topic Modeling with Document-Level Prototype-based Contrastive Learning EMNLP 2025 Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025 ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models NAACL 2025 Pula: Training Large Language Models for Setswana NAACL 2025 PyBhasha at BLP-2025 Task 2: Effectiveness of Semantic-Aware Translation and Ensembling in Bangla Code Generation AACL 2025 Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts ACL 2025 Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora COLING 2025 Quantifying Language Disparities in Multilingual Large Language Models EMNLP 2025 Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025 Queer Waves: A German Speech Dataset Capturing Gender and Sexual Diversity from Podcasts and YouTube Interspeech 2025 R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 RAG and Recall: Multilingual Hate Speech Detection with Semantic Memory ACL 2025 Rainbow-Teaming for the Polish Language: A Reproducibility Study NAACL 2025 RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation ICML 2025 Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025 Recent Advancements and Challenges of Turkic Central Asian Language Processing COLING 2025 Recognizing Every Voice: Towards Inclusive ASR for Rural Bhojpuri Women Interspeech 2025 Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language EMNLP 2025