Worked Examples in the Prompt as a Specification of the Output You Want

Zero-shot, One-shot, and Few-shot Prompting using Large Language Models

The theory establishes a framework for optimizing Large Language Model (LLM) inference through in-context learning, where task performance is determined by the cardinality of exemplar inputs provided…