Juhwan Choi
15 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (14) 🗃️ Keyword Collector (65)
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The Questioner
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(12)
Application Areas
(11)
Artificial Intelligence
(8)
Core AI
(7)
Natural Language Processing
(5)
Deep Learning
(3)
Generation
(3)
Optimization & Theory
(3)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
large language model
(7)
data augmentation
(2)
zero-shot learning
(2)
data annotation
(2)
text augmentation
(2)
knowledge distillation
(1)
text classification
(1)
few-shot learning
(1)
dialogue state tracking
(1)
transfer learning
(1)
multimodal learning
(1)
sentiment classification
(1)
offensive language detection
(1)
text summarization
(1)
quality estimation
(1)
multilingual nlp
(1)
interactive systems
(1)
neural network optimization
(1)
multilingual processing
(1)
machine translation
(1)
Papers
FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation
ACL 2026
LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction
EACL 2026
Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process?
EACL 2026
Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
EMNLP 2025
CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples
EMNLP 2025
Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models
ACL 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models
ACL 2025
See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias
NAACL 2025
SummPilot: Bridging Efficiency and Customization for Interactive Summarization System
AAAI 2025
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes
EACL 2024
Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks
NAACL 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation
COLING 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks
EACL 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
EMNLP 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation
EMNLP 2024