Multilingual NLP

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification ACL 2025 When Scripts Diverge: Strengthening Low-Resource Neural Machine Translation Through Phonetic Cross-Lingual Transfer EMNLP 2025 Where and How Do Languages Mix? A Study of Spanish-Guaraní Code-Switching in Paraguay NAACL 2025 Where Are We? Evaluating LLM Performance on African Languages ACL 2025 Where it’s at: Annotating Verb Placement Types in Learner Language ACL 2025 Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025 Why do language models perform worse for morphologically complex languages? COLING 2025 Why should only High-Resource-Languages have all the fun? Pivot Based Evaluation in Low Resource Setting COLING 2025 WiC Evaluation in Galician and Spanish: Effects of Dataset Quality and Composition EMNLP 2025 Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025 WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects ACL 2025 WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025 Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 Word-level Cross-lingual Structure in Large Language Models COLING 2025 WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models SemEval 2025 WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025 XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025 XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025 XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025 XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025 X-Guard: Multilingual Guard Agent for Content Moderation ACL 2025 XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025 XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025 XRAG: Cross-lingual Retrieval-Augmented Generation EMNLP 2025 XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments EMNLP 2025