Can I read Socratic Models for Zero-Shot Reasoning on EtoBox?
Socratic Models for Zero-Shot Reasoning by michetravi is a document available to read on EtoBox.
What is Socratic Models for Zero-Shot Reasoning about?
This document proposes Socratic Models (SMs), a framework that uses structured dialogue between pre-existing foundation models to perform new multimodal tasks without additional training. As an example, it presents a case study of SMs that can answer contextual questions about egocentric video by first summarizing the video into a short story and then answering questions. SMs demonstrate how foundation models trained on different domains, such as vision, language, and audio, can be composed through language
- Author
- michetravi
- Language
- EN