Knowledge Integration

Research on Cross-Media Intelligence with Large and Small Model Collaboration

by
Research on Cross-Media Intelligence with Large and Small Model Collaboration

Written by/Zhuang Yueting This article is divided into four parts: first, the research background and content; second, the introduction of the current two research approaches; third, the research foundation and progress made; and finally, the conclusion and outlook. 1 Research Background and Content Currently, large models/multi-modal large language models (LLM/MLLM) have reached new heights in … Read more

Introducing HippoRAG: Enhancing Memory in AI with Brain-like Structures

by
Introducing HippoRAG: Enhancing Memory in AI with Brain-like Structures

Source: Xixiaoyao Technology Author | Richard Since the advent of GPT-4, large models seem to have become increasingly intelligent, possessing an “encyclopedic” knowledge base. But are they really approaching human intelligence? Not quite. Large models still have significant shortcomings in knowledge integration and long-term memory, which are precisely the strengths of the human brain. The … Read more