Hyunkyung Lee

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

EMNLP (2) EACL (1)

Top co-authors

GiBaeg Kim (3) Seungseop Lim (3) Wooseok Han (3) Eunho Yang (3) Jean Seo (3) Jaehyo Yoo (2) Kihun Shin (2) Jongwon Lee (1)

Research topics

Artificial Intelligence (3) Core AI (3) Healthcare & Medicine (2) Natural Language Processing (2) Clinical (2) Deep Learning (1) Machine Learning (1) Applications (1) Generation (1) Learning Types (1) Models (1) Resources & Methods (1)

Keywords

large language model (2) dialogue generation (1) intent classification (1) question generation (1) diagnostic reasoning (1) benchmark dataset (1) supervised fine-tuning (1) tool selection (1) medical diagnosis (1) clinical evaluation (1) data rebalancing (1) healthcare chatbot (1) medical dialogue (1) disease diagnosis (1) medical pre-consultation (1) format inertia (1) clinical chatbot (1) medical chatbot (1) safety taxonomy (1) conversational ai (1)

Papers

Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines EACL 2026 Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025 Taxonomy of Comprehensive Safety for Clinical Agents EMNLP 2025