GiBaeg Kim
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (24)
π§
Keyword Pioneer
Conferences
EMNLP (2)
AAAI (1)
ACL (1)
EACL (1)
Top co-authors
Keywords
large language model
(2)
hierarchical text classification
(2)
conversational ai
(1)
dialogue generation
(1)
margin-based learning
(1)
loss function optimization
(1)
multi-label classification
(1)
intent classification
(1)
question generation
(1)
label hierarchy
(1)
diagnostic reasoning
(1)
benchmark dataset
(1)
loss function
(1)
supervised fine-tuning
(1)
tool selection
(1)
medical diagnosis
(1)
clinical evaluation
(1)
data rebalancing
(1)
label imbalance
(1)
margin loss
(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
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification
ACL 2024
Hierarchical Text Classification as Sub-hierarchy Sequence Generation
AAAI 2023