Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

This is a Plain English Papers summary of a research paper called Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• This paper proposes a framework for enabling large language models (LLMs) to self-improve through a process of imagination, searching, and criticizing.


• The authors argue that current LLMs are limited in their ability to refine and improve themselves, …

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