In-Context Principle Learning from Mistakes

Tianjun Zhang, Aman Madaan, Luyu Gao +5

In-context learning (ICL, also known as few-shot prompting) has been the standard method of adapting LLMs to downstream tasks, by learning from a few input-output examples. Nonethe…