Intelligent question answering for water conservancy project inspection driven by knowledge graph and large language model collaboration

Intelligent question answering for water conservancy project inspection driven by knowledge graph and large language model collaboration

Engineering inspection is of great significance to ensure the safe operation of the project. However, the unclear query statements of the detectors pose a challenge to the intelligent question answering task. Existing knowledge graph-based question-answering systems face issues of vocabulary limitat...

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Bibliographic Details
Main Authors: Yangrui Yang, Sisi Chen, Yaping Zhu, Xuemei Liu, Shifeng Pan, Xin Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:LHB Hydroscience Journal
Subjects:
Engineering inspection
intelligent question answering
knowledge graph
large language models
clarification process
Inspection d’ingénierie ; question-réponse intelligente ; graphe de connaissances ; modèle de langage étendu ; processus de clarification
Online Access:https://www.tandfonline.com/doi/10.1080/27678490.2024.2397337
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https://www.tandfonline.com/doi/10.1080/27678490.2024.2397337

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