Large language models do not learn new tasks during in-context learning (ICL); instead, they use demonstration information to locate tasks or topics, while the ability to perform tasks is learned during pretraining.

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 (3)

• Large Language Models concept
• In-Context Learning concept
• Pre-training concept