Kyung-ah Sohn
10 papers · 2006–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Champion
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Keyword Pioneer
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Topic Evolution
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Century Club Β· Bronze
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The Questioner
π
Conference Pioneer
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(55)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Application Areas
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Keywords
large language model
(2)
unsupervised learning
(2)
text style transfer
(2)
contrastive learning
(1)
transfer learning
(1)
domain adaptation
(1)
bayesian nonparametrics
(1)
genetic recombination
(1)
data augmentation
(1)
dialogue generation
(1)
syntax parsing
(1)
out-of-domain detection
(1)
pseudo labeling
(1)
image super-resolution
(1)
synthetic data generation
(1)
image restoration
(1)
dirichlet processes
(1)
haplotype analysis
(1)
sparse regression
(1)
dirichlet process
(1)
Papers
Evaluation of Multi-Agent LLMs in Multidisciplinary Team Decision-Making for Challenging Cancer Cases
MLHC 2025
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models
COLING 2024
Fluency Matters! Controllable Style Transfer with Syntax Guidance
ACL 2023
Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning
EACL 2023
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection
COLING 2022
How Positive Are You: Text Style Transfer using Adaptive Style Embedding
COLING 2020
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy
CVPR 2020
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network
ECCV 2018
Joint Estimation of Structured Sparsity and Output Structure in Multiple-Output Regression via Inverse-Covariance Regularization
AISTATS 2012
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space
NeurIPS 2006