Prompt Learning for Few-Shot Finetuning of Language Models¶
Authors: Gao et al. Year: 2021 ArXiv/Link: https://arxiv.org/abs/2109.01652
Summary¶
Discrete prompt templates for few-shot adaptation, treating prompts as learnable optimizable objects.
Key Concepts¶
- Discrete prompts
- Prompt templates
- Few-shot finetuning
- Template optimization
- Prompt engineering
Impact¶
Systematic approach to discrete prompt design
Category¶
Prompting Techniques