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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities EMNLP 2025
MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation EMNLP 2025
Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025
CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025
SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages? EMNLP 2025
PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025
Mind the Inclusivity Gap: Multilingual Gender-Neutral Translation Evaluation with mGeNTE EMNLP 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data EMNLP 2025
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models EMNLP 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025
The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It EMNLP 2025
Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025
PakBBQ: A Culturally Adapted Bias Benchmark for QA EMNLP 2025
TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs EMNLP 2025
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025
Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025
Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark EMNLP 2025
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025
ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025
Explainability and Interpretability of Multilingual Large Language Models: A Survey EMNLP 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025
PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian NAACL 2025