data synthesis

RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025 Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025 Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025 SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs EMNLP 2025 SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ACL 2025 Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications ACL 2025 Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025 TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning ACL 2025 Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection ACL 2025 TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition ICCV 2025 ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025 Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation EMNLP 2025 Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ACL 2025 VIPerson: Flexibly Generating Virtual Identity for Person Re-Identification ICCV 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations ACL 2025 Advancing Semi-Supervised Learning for Automatic Post-Editing: Data-Synthesis by Mask-Infilling with Erroneous Terms COLING 2024 Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification CVPR 2024