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Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs
Dialectal data are scarce relative to Modern Standard Arabic (MSA), causing Arabic LLMs to overproduce MSA and struggle with dialectally accurate generation. This raises a fundamental interpretability question about where and how dialectal features are encoded within model internals and whether thes
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