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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025
TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling EMNLP 2025
An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025
False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models EMNLP 2025
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP 2025
Assessing the Role of Data Quality in Training Bilingual Language Models EMNLP 2025
VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ACL 2025
Capturing Intra-Dialectal Variation in Qatari Arabic: A Corpus of Cultural and Gender Dimensions EMNLP 2025
CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025
Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025
TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval ACL 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025
IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages EMNLP 2025
Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025
The Incremental Process of Building an Annotation Scheme for Clinical Narratives in Portuguese: the Contribution of Human Variation Analysis ACL 2025