PIDQA—Question Answering on Piping and Instrumentation Diagrams

PIDQA—Question Answering on Piping and Instrumentation Diagrams

This paper introduces a novel framework enabling natural language question answering on Piping and Instrumentation Diagrams (P&IDs), addressing a critical gap between engineering design documentation and intuitive information retrieval. Our approach transforms static P&IDs into queryable kno...

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Bibliographic Details
Main Authors: Mohit Gupta, Chialing Wei, Thomas Czerniawski, Ricardo Eiris
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Machine Learning and Knowledge Extraction
Subjects:
P&ID
information retrieval
knowledge graphs
question answering
RAG
Neo4j
Online Access:https://www.mdpi.com/2504-4990/7/2/39
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