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Mike Young @mikeyoung44

ChatGPT Outperforms Traditional Search Algorithms

Large language models like ChatGPT outperform traditional search systems in ranking results, new study shows. Even small 440M model beats larger 3B supervised model.

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...