Semantic Compression With Large Language Models

no code implementations • 25 Apr 2023 • Henry Gilbert, Michael Sandborn, Douglas C. Schmidt, Jesse Spencer-Smith, Jules White

The rise of large language models (LLMs) is revolutionizing information retrieval, question answering, summarization, and code generation tasks.

Code Generation GPT-3.5 +4

A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

no code implementations • 21 Feb 2023 • Jules White, Quchen Fu, Sam Hays, Michael Sandborn, Carlos Olea, Henry Gilbert, Ashraf Elnashar, Jesse Spencer-Smith, Douglas C. Schmidt

This paper describes a catalog of prompt engineering techniques presented in pattern form that have been applied to solve common problems when conversing with LLMs.

Prompt Engineering Transfer Learning