Xie et al. (2021) demonstrated that the asymptotic prediction error for in-context learning achieves optimality even with a distribution mismatch, provided the signal pertaining to the latent concept in each prompt example surpasses the error arising from the distribution mismatch.

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 (1)

• In-Context Learning concept