A hallucination detection and mitigation framework for faithful text summarization using LLMs

S Shenling Liu Y Yang Gao S Shasha Li P PanCheng Wang T Ting Wang (Department of Radiation Oncology The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital Zhengzhou China)

Article Details

Volume / Issue Vol. 16, Issue 1
Published December 03, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (5)

S

Shenling Liu

Y

Yang Gao

S

Shasha Li

P

PanCheng Wang

T

Ting Wang

Department of Radiation Oncology The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital Zhengzhou China