From Pixels to Insights: Unsupervised Knowledge Graph Generation with Large Language Model

From Pixels to Insights: Unsupervised Knowledge Graph Generation with Large Language Model

The role of image data in knowledge extraction and representation has become increasingly significant. This study introduces a novel methodology, termed Image to Graph via Large Language Model (ImgGraph-LLM), which constructs a knowledge graph for each image in a dataset. Unlike existing methods tha...

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Bibliographic Details
Main Authors: Lei Chen, Zhenyu Chen, Wei Yang, Shi Liu, Yong Li
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Information
Subjects:
knowledge graph
unsupervised learning
large language model
Online Access:https://www.mdpi.com/2078-2489/16/5/335
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