Joon-Young Choi
5 papers · 2022–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
model compression
(2)
neural network compression
(1)
representation learning
(1)
contrastive learning
(1)
transfer learning
(1)
natural language processing
(1)
policy gradient
(1)
knowledge distillation
(1)
relational reasoning
(1)
convolutional neural network
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
filter pruning
(1)
pre-trained language model
(1)
soft prompt
(1)
prompt tuning
(1)
student model
(1)
word embedding
(1)
subword unit
(1)
korean language
(1)
Papers
Dynamic Structure Pruning for Compressing CNNs
AAAI 2023
SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts
EMNLP 2023
Break it Down into BTS: Basic, Tiniest Subword Units for Korean
EMNLP 2022
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference
ACL 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network
EMNLP 2022