Gilchan Park
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Natural Language Processing
(4)
Resources & Methods
(4)
Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Keywords
large language model
(3)
information extraction
(2)
knowledge extraction
(1)
quantum computing
(1)
protein structure prediction
(1)
gene regulation
(1)
semantic network
(1)
multi-objective optimization
(1)
knowledge graph
(1)
node embedding
(1)
prompt optimization
(1)
biomedical text
(1)
pareto front
(1)
biomedical text mining
(1)
entity recognition
(1)
protein interaction
(1)
pathway knowledge
(1)
biological relation recognition
(1)
feature initialization
(1)
protein-protein interaction
(1)
Papers
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features
COLING 2025
Pareto Prompt Optimization
ICLR 2025
Evaluating Large Language Models for Predicting Protein Behavior under Radiation Exposure and Disease Conditions
ACL 2024
Leveraging LLMs and Web-based Visualizations for Profiling Bacterial Host Organisms and Genetic Toolboxes
ACL 2024
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges
ACL 2023