BriefGPT.xyz
Jul, 2024
数据合成方法调查
A Survey of Data Synthesis Approaches
HTML
PDF
Hsin-Yu Chang, Pei-Yu Chen, Tun-Hsiang Chou, Chang-Sheng Kao, Hsuan-Yun Yu...
TL;DR
本论文综述了合成数据技术，包括数据扩充的预期目标和合成数据技术的分类。此外，还讨论了合成数据过滤的目标和未来的研究方向。
Abstract
This paper provides a detailed survey of
synthetic data techniques
. We first discuss the expected goals of using synthetic data in
data augmentation
, which can be divided into four parts: 1) Improving
→