Advancements in Prompt Engineering: A Comprehensive Survey

Abstract: This survey paper provides a thorough examination of the rapidly evolving field of prompt engineering, a crucial aspect of natural language processing and artificial intelligence. Prompt engineering involves crafting effective instructions or queries to elicit desired responses from language models. The paper begins by elucidating the foundational concepts of prompt engineering, exploring its historical development, and presenting key methodologies employed in generating prompts for various language models. By synthesizing existing knowledge and highlighting emerging trends, this paper aims to provide researchers, practitioners, and enthusiasts with a comprehensive understanding of the current state and future directions of prompt engineering in natural language processing. Work Cited: Sumaiya. M. S, Yaseen Dada Shaik, Sonia Maria Dsouza "Advancements in Prompt Engineering: A Comprehensive Survey", IJARCCE International Journal of Advanced Research in Computer and Communication Engineering, vol. 12, no. 11, pp. 161-167, 2023, Crossref https://doi.org/10.17148/IJARCCE.2023.121117