synthetic data generation

REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025 RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis EMNLP 2025 RoboVerse: A Unified Platform, Benchmark and Dataset for Scalable and Generalizable Robot Learning RSS 2025 Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025 RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025 RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025 Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025 Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation ICLR 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 Scaling up Image Segmentation across Data and Tasks CVPR 2025 SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator Driving Dataset and Benchmark WACV 2025 Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts ICLR 2025 Self-Supervised Synthetic Cerebral Vessel Tree Generation using Semantic Signed Distance Fields MIDL 2025 SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 SemEval-2025 Task 9: The Food Hazard Detection Challenge SemEval 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025 Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025 SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models WACV 2025 Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling ICLR 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner ACL 2025 SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs NAACL 2025 SpeechDialogueFactory: A Framework for Natural Speech Dialogue Generation Interspeech 2025 SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models ACL 2025 sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025