data synthesis

AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization CVPR 2026 Automatic Translational Correction of Multi-View Coronary Angiography Based on Auto-Annotation Data Generation AAAI 2026 Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis EACL 2026 CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026 Cinematic Audio Source Separation Using Visual Cues CVPR 2026 Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026 ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026 DecIF: Improving Instruction-Following through Decomposition ACL 2026 DreamOmni2: Multimodal Instruction-based Generation and Editing CVPR 2026 DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning EACL 2026 Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026 Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation ACL 2026 Graph-Conditional Flow Matching for Relational Data Generation AAAI 2026 LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points ACL 2026 LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls ACL 2026 PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026 PositionIC: Unified Position and Identity Consistency for Image Customization CVPR 2026 Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026 ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval ACL 2026 RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026 Scaling Towards the Information Boundary of Instructions through Data Synthesizing AAAI 2026 SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer AAAI 2026 Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ACL 2026 Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation CVPR 2026 The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ACL 2026