data synthesis

JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models NeurIPS 2024 Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data ICLR 2024 ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models NeurIPS 2024 Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search EMNLP 2024 Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent ICML 2024 P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024 Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification EMNLP 2024 Towards Editing Time Series NeurIPS 2024 Adversarial Random Forests for Density Estimation and Generative Modeling AISTATS 2023 AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ACL 2023 Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023 Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning NeurIPS 2023 Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ACL 2023 Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023 Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field CVPR 2023 NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023 Polarized Color Image Denoising CVPR 2023 Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023 Text Only Domain Adaptation with Phoneme Guided Data Splicing for End-to-End Speech Recognition Interspeech 2023 ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis CVPR 2022 BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022 Commonality in Natural Images Rescues GANs: Pretraining GANs With Generic and Privacy-Free Synthetic Data CVPR 2022 Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers EMNLP 2022