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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

Detection of Human and Machine-Authored Fake News in Urdu ACL 2025
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching NAACL 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025
HODIAT: A Dataset for Detecting Homotransphobic Hate Speech in Italian with Aggressiveness and Target Annotation ACL 2025
SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification ACL 2025
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025
The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR NAACL 2025
byteSizedLLM@DravidianLangTech 2025: Fake News Detection in Dravidian Languages Using Transliteration-Aware XLM-RoBERTa and Transformer Encoder-Decoder NAACL 2025
LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa ACL 2025
Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
IASBS at SemEval-2025 Task 11: Ensembling Transformers for Bridging the Gap in Text-Based Emotion Detection ACL 2025
LLMs for Extremely Low-Resource Finno-Ugric Languages NAACL 2025
UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models ACL 2025
BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025
Team UBD at SemEval-2025 Task 11: Balancing Class and Task Importance for Emotion Detection ACL 2025
LATE-GIL-NLP at SemEval-2025 Task 11: Multi-Language Emotion Detection and Intensity Classification Using Transformer Models with Optimized Loss Functions for Imbalanced Data ACL 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection ACL 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation ACL 2025
CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation ACL 2025