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Computer Science > Software Engineering
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Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol
[Submitted on 28 Aug 2025] Title:Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol Authors:Wei Ma , Yixiao Yang , Qiang Hu , Shi Ying , Zhi Jin , Bo Du , Zhenchang Xing , Tianlin Li , Junjie Shi , Yang Liu , Linxiao Jiang View a PDF of the paper titled Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol, by Wei Ma and Yixiao Yang and Qiang Hu and Shi Ying and Zhi Jin and Bo Du...
Postpartum thromboprophylaxis with enoxaparin: a prospective cohort study on patients’ adherence, injection experience, and information retention after counselling by pharmacists
This research aimed to determine postpartum females’ self-reported adherence to and experience with short-term thromboprophylaxis using enoxaparin injection, after counselling by pharmacists. It also sought to assess their knowledge of thromboprophylaxis, injection techniques, and confidence in self-injecting. This prospective cohort study was conducted at a public tertiary hospital in Malaysia from March to June 2023.
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