GiBaeg Kim
5 papers · 2023–2026 · 4 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
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Applications
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
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