synthetic data generation

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024 Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024 MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning ICLR 2024 NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes ACL 2024 On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024 OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset NeurIPS 2024 Pedagogical Alignment of Large Language Models EMNLP 2024 PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction WACV 2024 PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024 Position: Will we run out of data? Limits of LLM scaling based on human-generated data ICML 2024 PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs ICML 2024 Pretraining Language Models Using Translationese EMNLP 2024 Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation ICLR 2024 Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training NeurIPS 2024 Prompting-based Synthetic Data Generation for Few-Shot Question Answering COLING 2024 PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models COLING 2024 P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024 Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024 Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 RoboPoint: A Vision-Language Model for Spatial Affordance Prediction in Robotics CoRL 2024 Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024 Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024 SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification NeurIPS 2024