Kim et al. (2025b) formalize prompting as varying an external program under a fixed Transformer executor, define the prompt-induced hypothesis class, and provide a constructive decomposition that separates routing via attention, local arithmetic via feed-forward layers, and depth-wise composition.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (2)

• attention concept
• Transformer concept