Sung Hwang
4 papers · 2016–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
language model
(3)
question answering
(2)
ensemble learning
(1)
curriculum learning
(1)
knowledge distillation
(1)
text generation
(1)
test-time adaptation
(1)
task relatedness
(1)
sparse regularization
(1)
instruction fine-tuning
(1)
pre-trained language model
(1)
negative transfer
(1)
model verification
(1)
knowledge retrieval
(1)
small language model
(1)
factual correctness
(1)
asymmetric transfer
(1)
mutual distillation
(1)
knowledge-augmented language model
(1)
model compression
(1)
Papers
Co-training and Co-distillation for Quality Improvement and Compression of Language Models
EMNLP 2023
Knowledge-Augmented Language Model Verification
EMNLP 2023
Test-Time Self-Adaptive Small Language Models for Question Answering
EMNLP 2023
Asymmetric Multi-task Learning Based on Task Relatedness and Loss
ICML 2016