Dongha Choi
5 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Natural Language Processing
(3)
Application Areas
(3)
Deep Learning
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Keywords
knowledge distillation
(2)
transfer learning
(2)
model compression
(2)
text classification
(1)
model calibration
(1)
data augmentation
(1)
relation extraction
(1)
multimodal learning
(1)
confidence calibration
(1)
synthetic data generation
(1)
early stopping
(1)
generative model
(1)
deep neural network
(1)
uncertainty estimation
(1)
pre-trained language model
(1)
confidence estimation
(1)
mixup training
(1)
class distribution
(1)
dialogue summarization
(1)
abstractive summarization
(1)
Papers
GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization
ACL 2024
TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling
EMNLP 2024
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation
ACL 2022
Early Stopping Based on Unlabeled Samples in Text Classification
ACL 2022
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training
EMNLP 2020