Improving a Prompt from Its Failure Cases Rather Than by Rewording

Memory-assisted prompt editing to improve GPT-3 after deployment (Machine Learning Paper Explained)

The abstract theory proposes a framework for continuous in-context learning where pre-trained large language models correct their own ambiguities using retrieved feedback from external memory without…