ChatGPT Empowers Information Retrieval:Principles,Evaluations,Scenarios and Approaches
[Purpose/significance]The rapid development of generative artificial intelligence represented by ChatGPT brings great opportunities for the intelligent transformation of information retrieval.[Method/process]Explore the function principle of en-abling information retrieval by ChatGPT,analyze the compatibility between ChatGPT supporting technology and information retriev-al,evaluate ChatGPT by using the expert scoring method,analyze and evaluate ChatGPT's ability level in the field of information retrieval,and take four scenarios of government affairs,academic,teaching and business as examples.The application of ChatGPT empowering information retrieval is further revealed.[Result/conclusion]Starting from the four levels of the resource layer,pro-cessing layer,application layer,and optimization layer,it is proposed to promote the development process of information retrieval by customizing the information set of professional fields,focusing on the ability of information extraction,building the dual-engine structure of"search superimposed ChatGPT"and strengthening user interaction.
information retrievalChatGPTtechnology empowermentgenerative artificial intelligencelarge language model
万方数据
维普
