Dongkyu Lee
12 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (40) 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (66)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(10)
Artificial Intelligence
(7)
Core AI
(6)
Learning Types · Deep Learning
(6)
Natural Language Processing
(5)
Core Methods
(5)
Learning Types · Machine Learning
(5)
Generation
(4)
Optimization & Theory · Machine Learning
(4)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Keywords
model calibration
(3)
knowledge distillation
(3)
memory network
(2)
dialogue system
(2)
language model
(2)
emotion recognition
(1)
response generation
(1)
semi-supervised learning
(1)
dialogue generation
(1)
question answering
(1)
sentiment analysis
(1)
text generation
(1)
natural language generation
(1)
conditional generation
(1)
low-resource learning
(1)
neural text generation
(1)
text style transfer
(1)
label smoothing
(1)
training efficiency
(1)
conversational ai
(1)
Papers
Conditional Synthesis of 3D Molecules with Time Correction Sampler
NeurIPS 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection
ACL 2024
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources
ACL 2024
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
ACL 2023
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation
EMNLP 2022
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory
EMNLP 2022
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model
EMNLP 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
ACL 2022
Semi-Supervised Lifelong Language Learning
EMNLP 2022
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization
ACL 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