Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs
Arabic language models exhibit dialect-specific neural representations that can be manipulated at inference time to control dialectal output without requiring additional training.
Hugging Face · Daily Papers
·Kareem Elozeiri, Mervat Abassy
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·▲ 3 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Kareem Elozeiri, Mervat Abassy, Omar Kallas, Fahim Dalvi, Preslav Nakov, Kentaro Inui
- 3 upvotes da comunidade
- Temas: neuron-level analysis, sparse neuron populations, dialect-specific features, vector-steering approach, activation directions, dialect control
Resumo
Resumo original (em inglês), extraído do paper:
Arabic language models exhibit dialect-specific neural representations that can be manipulated at inference time to control dialectal output without requiring additional training.