Juhwan Choi

c-juhwan's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored a paper 8 months ago

See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias

Paper • 2503.13834 • Published Mar 18 • 5

authored 10 papers over 1 year ago

VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks

Paper • 2407.19795 • Published Jul 29, 2024 • 11

UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation

Paper • 2405.01022 • Published May 2, 2024

Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation

Paper • 2404.09682 • Published Apr 15, 2024

GPTs Are Multilingual Annotators for Sequence Generation Tasks

Paper • 2402.05512 • Published Feb 8, 2024

Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning

Paper • 2403.20012 • Published Mar 29, 2024

SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels

Paper • 2402.05591 • Published Feb 8, 2024

AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes

Paper • 2402.05584 • Published Feb 8, 2024

Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion

Paper • 2403.20015 • Published Mar 29, 2024

Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation

Paper • 2403.15512 • Published Mar 22, 2024

Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks

Paper • 2403.15467 • Published Mar 20, 2024