Yekyung Kim
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
🚀
Conference Pioneer
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Techniques
(1)
Understanding
(1)
Keywords
active learning
(2)
representation learning
(1)
feature learning
(1)
domain adaptation
(1)
sequence labeling
(1)
natural language processing
(1)
text classification
(1)
factuality evaluation
(1)
knowledge base
(1)
uncertainty sampling
(1)
diversity sampling
(1)
out-of-distribution detection
(1)
semantic shift
(1)
data pruning
(1)
sampling method
(1)
long-form text generation
(1)
long-form text
(1)
gradient embedding
(1)
dataset characterization
(1)
atomic claim decomposition
(1)
Papers
Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract)
AAAI 2024
VeriScore: Evaluating the factuality of verifiable claims in long-form text generation
EMNLP 2024
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information
ACL 2023
Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient
AACL 2020