facebook/bart-large-mnli · Hugging Face

Description

Summary

• NLI-based Zero Shot Text Classification Yin et al.
• proposed a method for using pre-trained NLI models as a ready-made zero-shot sequence classifiers.
• This method is surprisingly effective in many cases, particularly when used with larger pre-trained models like BART and Roberta.
• See this blog post for a more expansive introduction to this and other zero shot methods, and see the code snippets below for examples of using this model for zero-shot classification both with Hugging Face's built-in pipeline and with native Transformers/PyTorch code.