Submodular Optimization Approach for Entity Summarization in Knowledge Graph Driven by Large Language Models

The continuous expansion of the knowledge graph has made entity summarization a research hotspot. The goal of entity summarization is to obtain a brief description of an entity from large-scale triple-structured facts that describe it. The research aims to propose a submodular optimization method fo...

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Bibliographic Details

Published in:	Jisuanji kexue yu tansuo
Main Author:	ZHANG Qi, ZHONG Hao
Format:	Article
Language:	Chinese
Published:	Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-07-01
Subjects:	entity summarization; large language model; submodular function; greedy algorithm
Online Access:	http://fcst.ceaj.org/fileup/1673-9418/PDF/2305086.pdf