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arabic dialect

116 papers

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dialect identification (168) text classification (6793) machine translation (2499) large language model (13587) multilingual nlp (1426) sentiment analysis (2084) arabic language (261) arabic dialect identification (40) transfer learning (5449) transformer model (1996)

Papers

A Corpus-Based Investigation of Contemporary Arabic Dialects Using the SADA Corpus EACL 2026
JEEM: Vision-Language Understanding in Four Arabic Dialects EACL 2026
Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues ACL 2026
ArabicDialectHub: A Cross-Dialectal Arabic Learning Resource and Platform EACL 2026
Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning EACL 2026
Current state of LLMs for Arabic dialectal machine translation EACL 2026
ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task ACL 2025
Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems EMNLP 2025
On Using Arabic Language Dialects in Recommendation Systems NAACL 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
Revisiting Common Assumptions about Arabic Dialects in NLP ACL 2025
Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic COLING 2025
ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025
Capturing Intra-Dialectal Variation in Qatari Arabic: A Corpus of Cultural and Gender Dimensions EMNLP 2025
Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025
Lahjawi: Arabic Cross-Dialect Translator COLING 2025
Enhancing Dialectal Arabic Intent Detection through Cross-Dialect Multilingual Input Augmentation COLING 2025
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025
Dial2MSA-Verified: A Multi-Dialect Arabic Social Media Dataset for Neural Machine Translation to Modern Standard Arabic COLING 2025
Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities EMNLP 2025
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs COLING 2025
NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task EMNLP 2025
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025
The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness EMNLP 2025