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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025
Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025
Synthetic Lyrics Detection Across Languages and Genres NAACL 2025
Evaluation of QWEN-3 for English to Ukrainian Translation EMNLP 2025
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025
IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025
Rainbow-Teaming for the Polish Language: A Reproducibility Study NAACL 2025
ELR-1000: A Community-Generated Dataset for Endangered Indic Indigenous Languages IJCNLP 2025
Are Large Language Models for Education Reliable Across Languages? ACL 2025
Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages NAACL 2025
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025
What Language Do Non-English-Centric Large Language Models Think in? ACL 2025
Story Generation with Large Language Models for African Languages ACL 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025
The First Multilingual Model For The Detection of Suicide Texts COLING 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025
Fine-tuning XLM-RoBERTa for Named Entity Recognition in Kurmanji Kurdish EMNLP 2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025