Dayoon Ko
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird β The Questioner (4)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Keywords
large language model
(2)
zero-shot learning
(1)
adversarial learning
(1)
temporal dynamics
(1)
embedding learning
(1)
entity linking
(1)
question answering
(1)
multimodal learning
(1)
knowledge base
(1)
dense retrieval
(1)
pre-trained model
(1)
gradient norm
(1)
out-of-distribution detection
(1)
multimodal representation
(1)
retrieval-augmented generation
(1)
multimodal understanding
(1)
zero-shot classification
(1)
zero-shot prompting
(1)
temporal clustering
(1)
dialogue system
(1)
Papers
Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates
ACL 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR
ACL 2025
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG
EMNLP 2024
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?
ACL 2024
Can Language Models Laugh at YouTube Short-form Videos?
EMNLP 2023