Data Augmentation

SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025 SegBuilder: A Semi-Automatic Annotation Tool for Segmentation WACV 2025 Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025 SemEval-2025 Task 9: The Food Hazard Detection Challenge SemEval 2025 Semiotic-Based Construction of a Large Emotional Image Dataset with Neutral Samples WACV 2025 Semi-supervised Infrared Small Target Detection with Thermodynamic-Inspired Uneven Perturbation and Confidence Adaptation AAAI 2025 SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM WACV 2025 Sentence Smith: Controllable Edits for Evaluating Text Embeddings EMNLP 2025 Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025 Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches ICLR 2025 Smart Motor: A Low-Cost Hardware and Software Toolkit for Introducing Supervised Machine Learning to Elementary School Students AAAI 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 SocialSim: Towards Socialized Simulation of Emotional Support Conversation AAAI 2025 SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal CVPR 2025 SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios ICLR 2025 Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL EMNLP 2025 Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking IJCNLP 2025 Speculating LLMs’ Chinese Training Data Pollution from Their Tokens EMNLP 2025 Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning ICLR 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025 Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis IJCNLP 2025