Exploratory study of Arabic X posts finds condition-specific patterns (Bipolar: religious/medical; BPD: relational/identity/emotional; ADHD: practical/medication) via LLM classification and keyword framework.
ARBERT & MARBERT : Deep Bidirectional Transformers for A rabic
3 Pith papers cite this work, alongside 352 external citations. Polarity classification is still indexing.
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Pith papers citing it
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2026 3representative citing papers
Fine-tuning LLMs on Arabic yields similar zero-shot gains on Semitic and non-Semitic languages, with chain-of-thought reasoning producing parallel benefits, indicating task alignment drives transfer more than language relatedness.
Per-language architecture selection among generalists, specialists, and ensembles achieves 0.796 macro F1 across 22 languages in SemEval-2026 Task 9.
citing papers explorer
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Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X Communities
Exploratory study of Arabic X posts finds condition-specific patterns (Bipolar: religious/medical; BPD: relational/identity/emotional; ADHD: practical/medication) via LLM classification and keyword framework.
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Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer
Fine-tuning LLMs on Arabic yields similar zero-shot gains on Semitic and non-Semitic languages, with chain-of-thought reasoning producing parallel benefits, indicating task alignment drives transfer more than language relatedness.
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MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization
Per-language architecture selection among generalists, specialists, and ensembles achieves 0.796 macro F1 across 22 languages in SemEval-2026 Task 9.