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Uday Pratap Singh

affiliation not provided to SSRN

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Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction

Number of pages: 42 Posted: 23 Jun 2026
Yao-Shun Chuang, Tushti Mody, Uday Pratap Singh, Shirindokht Shiraz, Chun-Teh Lee, Ryan Brandon, Muhammad Walji, Xiaoqian Jiang and Bunmi Tokede
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Texas at Houston - Center for Secure Artificial Intelligence for Healthcare and affiliation not provided to SSRN
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Clinical named entity recognitionLarge language modelsNatural language processingAutomated prompt optimizationDirect preference optimizationfine-tuning