AI Models Like ChatGPT Beat Traditional Search Systems at Ranking Results, Study Shows

Mike Young - Jan 1 - - Dev Community

This is a Plain English Papers summary of a research paper called AI Models Like ChatGPT Beat Traditional Search Systems at Ranking Results, Study Shows. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

  • Large language models show strong search ranking abilities
  • ChatGPT and GPT-4 can outperform specialized search systems
  • New test dataset NovelEval created to verify ranking of new knowledge
  • Small 440M model distilled from ChatGPT beats larger 3B supervised model
  • Focus on direct passage ranking rather than generating search results

Plain English Explanation

Large language models like ChatGPT are getting surprisingly good at determining which search results are most relevant to a query. Think of it like having a very smart librarian who can inst...

Click here to read the full summary of this paper

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