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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SEMEVAL 2025
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels IJCNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language IJCNLP 2025
DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025
LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages IJCNLP 2025
Thesis Proposal: Efficient Methods for Natural Language Generation/Understanding Systems IJCNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025
Iterative Multilingual Spectral Attribute Erasure EMNLP 2025
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025
Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025
Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks IJCNLP 2025
SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation IJCNLP 2025
Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets IJCNLP 2025
CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025
Exploring Cross-Lingual Knowledge Transfer via Transliteration-Based MLM Fine-Tuning for Critically Low-resource Chakma Language IJCNLP 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025