synthetic data generation

What Makes Good Synthetic Training Data for Zero-Shot Stereo Matching? CVPR 2026 When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators CVPR 2026 ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data WACV 2026 A3-108 at BHASHA Task1: Asymmetric BPE configuration for Grammar Error Correction AACL 2025 Advancing Medical Multimodal Learning and Data Generation with Diffusion Model and LLM AAAI 2025 Advancing Pediatric ASR: The Role of Voice Generation in Disordered Speech Interspeech 2025 Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language NAACL 2025 A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling EMNLP 2025 AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025 A Little Human Data Goes A Long Way ACL 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection Interspeech 2025 AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025 Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs SemEval 2025 A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025 ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025 A Statistical Approach for Controlled Training Data Detection ICLR 2025 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025 A Systematic Examination of Preference Learning through the Lens of Instruction-Following NAACL 2025 Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025 Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework NAACL 2025