Yingying Zhang
Yingying Zhang has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Duzhen Zhang, Fei Yin, Haotian Xu.
OpenAlex · ORCID · Wikidata · h-index 31 · 247 works · 3,192 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 181 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6891
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Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workHealth Informatics · 1 workHealth Information Management · 1 workHealth Professions · 1 workMedicine · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- From System 1 to System 2: A Survey of Reasoning Large Language Models (2025 · 165 citations)
Conventional LLMs respond quickly and intuitively, much like the fast "System 1" of dual-process cognitive theory, but they often fail on problems that require careful multi-step analysis. - Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation (2026)
Static medical benchmarks built from public licensing exams may overstate how well LLMs diagnose. Their items can leak into training data, and their tidy textbook vignettes ignore how real patients describe problems: vaguely, in lay terms, and often with their own wrong guesses. The authors introduce DyReMe, a…
All works
- From System 1 to System 2: A Survey of Reasoning Large Language ModelsarXiv:2502.17419Zhong-Zhi Li, Duzhen Zhang, Ming-Liang Zhang, et al.2025 · 165 citations
- RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems? ↗arXiv:2501.11284 · no summary yetHaotian Xu et al.2025 · 37 citations
- Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangxu Zhang, Lei Li, Yanyun Zhou, et al.2026
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