AI Zero-Shot Classification

Classify text into custom categories without training

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AI Zero-Shot Classification

Classify text into custom categories without training. Uses keyword matching with semantic scoring. For true zero-shot, integrate an NLI model via Transformers.js.

🔒All processing happens in your browser. No data is uploaded.

Text to Classify

Enter text to classify...

Categories (type and press Enter to add)

technology

sports

politics

entertainment

science

How to Use

Enter any text and define custom categories. The tool classifies the text by matching words against category-related keywords and computing relevance scores. You can add, remove, or modify categories freely. For true zero-shot classification using natural language inference, integrate a model like BART-MNLI via Transformers.js.