Xinyu Zou
Xinyu Zou has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining; often with Bin Xu, Chengfeng Mao, Fenglin Liu.
OpenAlex · ORCID · h-index 2 · 6 works · 126 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 52 times in our library · ⭐ Paper Stars ranking: #6950
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Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMedicine · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- A Survey of Large Language Models in Medicine: Progress, Application, and Challenge (2023 · 87 citations)
This survey maps how large language models are being adapted to medicine. It covers how they are built, how well they perform, and what blocks their clinical use. Earlier reviews mostly described ChatGPT-style applications through small case studies. They offered little guidance on constructing medical models or… - EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios (2026 · 5 citations)
Most LLM benchmarks for education test subject knowledge. They ignore the variety of roles in real learning settings, such as tutors, graders and counselors, and the pedagogical goals behind them. EduBench addresses this with a bilingual (Chinese/English) synthetic benchmark. It has nine scenarios: five serve…
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