The work uses the prompt-based approach to mix existing training samples to create synthetic samples for text classification tasks. More details about the method and its significance in the field of data augmentation can be found in (Shorten et al., 2021)
Hi, thank you for working on a comprehensive survey of prompt-based methods.
We would like to suggest the following paper be included under the corresponding topic section.
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation (https://arxiv.org/abs/2104.08826)
The work uses the prompt-based approach to mix existing training samples to create synthetic samples for text classification tasks. More details about the method and its significance in the field of data augmentation can be found in (Shorten et al., 2021)