Jongwon Lee
Jongwon Lee has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Alice Oh, Chani Jung, Eunho Yang.
OpenAlex · h-index 1 · 3 works · 7 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workMedicine · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines (2026)
The paper addresses a gap in medical LLM evaluation. Existing benchmarks mostly check final diagnoses or multiple-choice knowledge, not how well a model gathers patient history before a doctor visit. The authors introduce EPAG, a benchmark and open pipeline for this pre-consultation step. - FINEST: Improving LLM Responses to Sensitive Topics Through Fine-Grained Evaluation (2026)
When asked about sensitive topics, LLMs often give hedged, generic answers. They avoid harm but fail to address what the user actually asked. Existing evaluations judge such answers with coarse or subjective measures, so they offer little concrete guidance for fixing them. The authors propose FINEST, a fine-grained…
Co-authors here
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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