Author

Dong Liang

2 papers indexed here

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Open access Sep 2026

Performance comparison of large language models in interpreting clinical guidelines for migraine prevention: A multidimensional analysis

Background & Objective: Large language models (LLMs) such as DeepSeek-R1, Gemini-2.5 Pro, ChatGPT-5 Thinking, and Grok-4 Expert are increasingly applied in medical contexts, yet their reliability in evidence-based clinical domains like migraine prophylaxis remains uncertain. This study aimed to compare the performance...

Li Xu, Xu Qiu, Jia-Yi Deng et al. · Neurology Asia · 0 citations

#artificial intelligence Preprint Aug 2026

Ideation Arena: Evaluating LLM Generated Research Ideas with Battle-style Human Expert Assessment

This work introduces Ideation Arena, a battle style platform that evaluates research ideas through pairwise human assessment, and constructs Ideation Arena Eval, a benchmark for assessing whether automated evaluators align with human preferences in research ideation.

Zhi-Yu Chen, Keyu Zhao, Ji-Gao Fu et al. · 0 citations