🧑‍🔬 Justice Ou

🏛️ Affiliations

🎓University of Illinois Urbana-ChampaignUrbana · United States2026 · 2 paperscurrent🎓University of WashingtonSeattle · United States2026 · 1 papercurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

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

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA (2026 · 4 citations)
   LLMs used for clinical question answering often hallucinate. Standard RAG mostly supplies generic medical facts, such as a drug's usual dose, which ignore the combination of conditions a real patient has. The authors argue that models, like experienced clinicians, benefit from looking at comparable past cases. They…
2. Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL (2026 · 4 citations)
   Clinicians often ask for more than one patient's record. They want to compare groups of similar patients under clinical constraints such as diagnosis codes, time windows and lab ranges. Earlier EHR text-to-SQL datasets like MIMICSQL and EHRSQL mostly target single patients or simple statistics. The authors built…

🤝 Co-authors here

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

• Tinglin Huang ×2
• Yifei Shen ×2
• Yilun Zhao ×2
• Arman Cohan
• Rex Ying

Venues

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

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026

🔗 Cited by

Papers of our library cite their works 8 times (of the 149,439 papers whose bibliographies we read); 4 citing papers with a page here →.

Updated 31 October 2026

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