MedScaleRE-PF: a prompt-based framework with retrieval-augmented generation, chain-of-thought, and self-verification for scale-specific relation extraction in Chinese medical literature.

Zhenli Chen|Jie Hao|Haixia Sun|Liang Zhao|Jiao Li|Qing Qian|Qinglong Peng|Xuwen Wang|Shan Cong|Liu Shen|Zhen Guo|Siyue Pu|Yan Lin


Anthology ID:DBLP:journals/ipm/ChenHSZLQPWCSGPL25
Year:2025
Venue:Information Processing and Management
Pages:104278
URL:https://doi.org/10.1016/J.IPM.2025.104278
DOI:https://doi.org/10.1016/J.IPM.2025.104278
DBLP:journals/ipm/ChenHSZLQPWCSGPL25
BibTeX:
@article{chen-2025-medscalerepf, author = {Zhenli Chen and Jie Hao and Haixia Sun and Liang Zhao and Jiao Li and Qing Qian and Qinglong Peng and Xuwen Wang and Shan Cong and Liu Shen and Zhen Guo and Siyue Pu and Yan Lin}, title = {{MedScaleRE-PF: a prompt-based framework with retrieval-augmented generation, chain-of-thought, and self-verification for scale-specific relation extraction in Chinese medical literature}}, journal = {Information Processing and Management}, volume = {62}, number = {6}, pages = {104278}, year = {2025}, url = {https://doi.org/10.1016/J.IPM.2025.104278}, doi = {https://doi.org/10.1016/J.IPM.2025.104278} }