Ngoc Dang Nguyen
4 papers · 2022–2024 · 3 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
(14)
Venues
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Research topics
Natural Language Processing
(4)
Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Understanding
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
low-resource learning
(2)
named entity recognition
(2)
domain adaptation
(1)
multi-label classification
(1)
intent classification
(1)
spoken language understanding
(1)
deep learning
(1)
low-resource language
(1)
imbalanced learning
(1)
binary classifier
(1)
imbalanced classification
(1)
imbalanced data
(1)
proper scoring rule
(1)
conditional random field
(1)
expected loss reduction
(1)
auc maximization
(1)
multi-label text classification
(1)
slot filling
(1)
biomedical named entity recognition
(1)
low-resource scenario
(1)
Papers
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification
AAAI 2024
VN-SLU: A Vietnamese Spoken Language Understanding Dataset
Interspeech 2024
AUC Maximization for Low-Resource Named Entity Recognition
AAAI 2023
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios
EMNLP 2022