Data Augmentation

Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning EMNLP 2025 CR4-NarrEmote: An Open Vocabulary Dataset of Narrative Emotions Derived Using Citizen Science EMNLP 2025 Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization WACV 2025 CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair ICLR 2025 CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025 CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025 Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025 CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text SemEval 2025 Data Augmentation Approaches for Satellite Imagery AAAI 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data Augmentation for Image Classification using Generative AI WACV 2025 Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025 Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025 Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 DataGen: Unified Synthetic Dataset Generation via Large Language Models ICLR 2025 Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning ACL 2025 Data Scaling Laws in Imitation Learning for Robotic Manipulation ICLR 2025 Data Selection via Optimal Control for Language Models ICLR 2025 Dataset Augmentation by Mixing Visual Concepts WACV 2025 Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings COLING 2025 Decoupled Diffusion Sparks Adaptive Scene Generation ICCV 2025 Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection SemEval 2025 DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025