Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
Topics: AI (Deep Learning), LLMO, Ranking
The research paper titled “Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents” explores the use of Large Language Models (LLMs), specifically ChatGPT and GPT-4, in the context of Information Retrieval (IR) tasks, particularly passage re-ranking. The paper finds that properly instructed LLMs can outperform state-of-the-art supervised methods on popular IR benchmarks. It introduces a new test set, NovelEval, to assess the model’s ability to handle unknown knowledge and proposes a permutation distillation method to create smaller, specialized models that retain the LLMs’ ranking capabilities.
The complete analysis of the patents, research paper and other SEO related documents and use of AI research tools are only for SEO Thought Leader (yearly), SEO Thought Leader (monthly), and SEO Thought Leader basic (yearly) members.
Your advantages:
+ Full analysis of hundreds of well researched active Microsoft and Google patents and research paper.
+ Save a lot of time and get insights in just a few minutes, without having to spend hours analyzing the documents.
+ Get quick exclusive insights about how search engines and Google could work with easy to understand summaries and analysis.
+ All patents classified by topic for targeted research.
+ New patent summaries and analysis every week. Weekly notification via E-Mail
+ Use the AI Research Tools to gain insights from all documents in the database, the Google API Leak, Antitrust trial documents, the whole google support documents and more in seconds
+ Gain fundamental insights for your SEO work and become a real thought leader.
Get access to the SEO Research Suite and become a SEO thought leader now!
Your advantages:
+ Full analysis of hundreds of well researched active Microsoft and Google patents and research paper.
+ Save a lot of time and get insights in just a few minutes, without having to spend hours analyzing the documents.
+ Get quick exclusive insights about how search engines and Google could work with easy to understand summaries and analysis.
+ All patents classified by topic for targeted research.
+ New patent summaries and analysis every week. Weekly notification via E-Mail
+ Use the AI Research Tools to gain insights from all documents in the database, the Google API Leak, Antitrust trial documents, the whole google support documents and more in seconds
+ Gain fundamental insights for your SEO work and become a real thought leader.
Get access to the SEO Research Suite and become a SEO thought leader now!
Already a member? Log in here
