When a problem becomes sparse, the prediction error of in-context learning (ICL) in Transformers is comparable to the solution of the Lasso problem, according to Garg et al. (2022).

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)

• Transformers concept
• In-Context Learning concept