prompting-nlp

About, prompting few-shot learning

Prompting language models (LMs) with training examples and task descriptions has been seen as critical to recent successes in few-shot learning.

List of Papers for Studying Prompt-based Few-shot Learning

• Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing (Liu et al., ACM Survey, 2021)

• Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models (Logan IV et al., ACL 2022)