Multilingual NLP

Scaling, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text EMNLP 2025 Script-Agnosticism and its Impact on Language Identification for Dravidian Languages NAACL 2025 SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025 SEA-HELM: Southeast Asian Holistic Evaluation of Language Models ACL 2025 SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025 SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages NAACL 2025 Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025 Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies NAACL 2025 Selected Languages are All You Need for Cross-lingual Truthfulness Transfer COLING 2025 Self-Supervised Models of Speech Processing for Haitian Creole Interspeech 2025 Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ACL 2025 Semantic Prosody in Machine Translation: the English-Chinese Case of Passive Structures EMNLP 2025 SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SemEval 2025 SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 Semi-Automated Construction of Sense-Annotated Datasets for Practically Any Language COLING 2025 Semitic Root Encoding: Tokenization Based on the Templatic Morphology of Semitic Languages in NMT EMNLP 2025 SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods ACL 2025 Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers ACL 2025 SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models NAACL 2025 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025 Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025 ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025 SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications AACL 2025