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synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

Automating Dataset Production Using Generative Text and Image Models COLING 2024
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models EMNLP 2024
De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024
German Text Simplification: Finetuning Large Language Models with Semi-Synthetic Data EACL 2024
Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024
Explicit over Implict: Explicit Diversity Conditions for Effective Question Answer Generation COLING 2024
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers Using Synthetic Scene Data WACV 2024
BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model NIPS 2024
RGBT-Dog: A Parametric Model and Pose Prior for Canine Body Analysis Data Creation WACV 2024
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024
FOUND: Foot Optimization With Uncertain Normals for Surface Deformation Using Synthetic Data WACV 2024
On Leakage of Code Generation Evaluation Datasets EMNLP 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception CVPR 2024
RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation CVPR 2024
A synthetic data approach for domain generalization of NLI models ACL 2024
Synthetic Multimodal Question Generation EMNLP 2024
Schema-based Data Augmentation for Event Extraction COLING 2024
Course-Correction: Safety Alignment Using Synthetic Preferences EMNLP 2024
On the Utility of Pretraining Language Models on Synthetic Data ACL 2024
Categorical Generative Model Evaluation via Synthetic Distribution Coarsening AISTATS 2024