Dongkyu Lee
13 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (7)
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Keyword Pioneer
🐝
Cross-Pollinator
(10)
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Unstoppable
(5)
💎
Century Club
(13)
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Prolific Year
(5)
🗃️
Keyword Collector
(67)
Conferences
ACL (6)
EMNLP (4)
AAAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
knowledge distillation
(3)
model calibration
(3)
text style transfer
(2)
content preservation
(2)
reverse attention
(2)
language model
(2)
memory network
(2)
conditional layer normalization
(2)
dialogue system
(2)
emotion recognition
(1)
text generation
(1)
response generation
(1)
semi-supervised learning
(1)
conditional generation
(1)
dialogue generation
(1)
question answering
(1)
sentiment analysis
(1)
label smoothing
(1)
training efficiency
(1)
natural language generation
(1)
Papers
Conditional Synthesis of 3D Molecules with Time Correction Sampler
NIPS 2024
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources
ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection
ACL 2024
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
ACL 2023
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model
EMNLP 2022
Semi-Supervised Lifelong Language Learning
EMNLP 2022
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory
EMNLP 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
ACL 2022
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation
EMNLP 2022
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization
ACL 2021
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization
IJCNLP 2021
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks
AAAI 2021
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation
ACL 2020