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An LLM-based QA system for Chinese Painting and Calligraphy with Knowledge Graphs and external documents

Published Online: 2025-12-09

Authors

Wan, Jing

Li, Xinrong

Zhang, Hao

Zou, Ao

Wang, Rumei
License Information

Text and Data Mining valid from 2025-12-09

Version of Record valid from 2025-12-09
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Article History

Received: 5 June 2025

Accepted: 21 November 2025

First Online: 9 December 2025

Competing interests

: The authors declare no competing interests.

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