Kyung-ah Sohn
10 papers · 2006–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (19) π Interdisciplinary Bridge π Conference Polyglot (8) π§ Keyword Pioneer π Cross-Pollinator (13)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(30)
π
Interdisciplinary Bridge
π
Keyword Champion
π±
Topic Pioneer
π
Conference Pioneer
β
The Questioner
π
Trend Setter
π
Century Club
(10)
Conferences
COLING (3)
ACL (1)
AISTATS (1)
CVPR (1)
EACL (1)
ECCV (1)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(2)
text style transfer
(2)
contrastive learning
(1)
bayesian nonparametrics
(1)
transfer learning
(1)
domain adaptation
(1)
genetic recombination
(1)
synthetic data generation
(1)
data augmentation
(1)
dialogue generation
(1)
syntax parsing
(1)
out-of-domain detection
(1)
pseudo labeling
(1)
image restoration
(1)
dirichlet process
(1)
image super-resolution
(1)
dirichlet processes
(1)
haplotype analysis
(1)
sparse regression
(1)
representation learning
(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
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy
CVPR 2020
How Positive Are You: Text Style Transfer using Adaptive Style Embedding
COLING 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
NIPS 2006