Zero-shot Classification

Classify text into arbitrary categories without training on specific examples.

About: Zero-shot classification can categorize text into arbitrary classes without having been specifically trained on those categories.

Enter text to classify:

Classification Settings

Allow multiple categories

Model Information

BART-large-mnli

BART model fine-tuned on MultiNLI dataset

  • • Zero-shot classification
  • • Arbitrary categories
  • • High accuracy
Flexible Classification

Classify into any user-defined categories

  • • Pre-defined scenarios
  • • Custom categories
  • • Multi-label support
Confidence Scoring

Detailed confidence scores for each category

  • • Confidence visualization
  • • Ranking by score
  • • Multiple category detection

Example Texts

Classification Results

Click "Classify Text" to see classification results