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Huixue Zhou

Huixue Zhou has 2 papers in our library, in 2023–2026, most of them on Question answering, Evaluation & benchmarks; often with Hong Yu, Zonghai Yao, Dakuo Wang.

2 papers in our library · 2023–2026

OpenAlex · ORCID · h-index 11 · 43 works · 342 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 18 times in our library · ⭐ Paper Stars ranking: #8630

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of MinnesotaMinneapolis · United States2022–2026 · 35 paperscurrent🎓North Carolina State UniversityRaleigh · United States2025 · 2 papers🎓University of Massachusetts LowellLowell · United States2023–2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Medicine · 2 worksHealth Informatics · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workGeneral Health Professions · 1 workHealth Professions · 1 workMolecular Biology · 1 workComputer Science · 1 workArtificial Intelligence · 1 workComputer Vision and Pattern Recognition · 1 work

🧭 Topics 2Research subjects and languages the work is about.Question answering · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. PaniniQA: Enhancing Patient Education Through Interactive Question Answering (2023 · 24 citations)
    Patients leaving hospital often struggle to grasp or remember their discharge instructions, and their misreadings usually go uncorrected. PaniniQA addresses this with a chatbot that quizzes patients about their own instructions. It follows the Prompt–Evaluate–Expand–Repeat (P.E.E.R.) cycle from Dialogic Reading.
  2. MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills (2026 · 3 citations)
    Most medical LLM benchmarks, such as MedQA, rely on multiple-choice questions. These test what a model knows but not whether it can carry out a patient encounter. MedQA-CS fills this gap with an AI-SCE benchmark modeled on the OSCE format of the USMLE Step 2 CS exam, targeting the "shows how" tier of Miller's Pyramid.

 Co-authors here

10 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 18 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated

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