A hallucination detection and mitigation framework for faithful text summarization using LLMs
Crossref DOI link: https://doi.org/10.1038/s41598-025-31075-1
Published Online: 2025-12-03
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Liu, Shenling
Gao, Yang
Li, ShaSha
Wang, PanCheng
Wang, Ting
Text and Data Mining valid from 2025-12-03
Version of Record valid from 2026-01-12
Article History
Received: 27 May 2025
Accepted: 28 November 2025
First Online: 3 December 2025
Declarations
:
: The authors declare no competing interests.