synthetic data

LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LRM-Zero: Training Large Reconstruction Models with Synthesized Data NeurIPS 2024 M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy AAAI 2024 MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SemEval 2024 MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NeurIPS 2024 Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation CVPR 2024 MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024 Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space ICLR 2024 Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024 MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation ACL 2024 Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024 Multilinguality or Back-translation? A Case Study with Estonian COLING 2024 Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024 One-shot Federated Learning via Synthetic Distiller-Distillate Communication NeurIPS 2024 On Leakage of Code Generation Evaluation Datasets EMNLP 2024 On the Stability of Iterative Retraining of Generative Models on their own Data ICLR 2024 On the Utility of Pretraining Language Models on Synthetic Data ACL 2024 PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning NAACL 2024 Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data CVPR 2024 Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model EMNLP 2024 Pretraining Language Models Using Translationese EMNLP 2024 Pre-training with Synthetic Data Helps Offline Reinforcement Learning ICLR 2024 Prompting towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot COLING 2024 PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers Using Synthetic Scene Data WACV 2024