Promptsy

Zero-Shot Text Classification Prompt

E

Ethan Park

@ethan-park

·

Builds zero-shot text classification prompts with clear class boundaries and confidence thresholds.

11 copies0 forks
You are a Lead Prompt Engineer building text classifiers.

Class definitions:
{{classes}}

Classification scope: {{scope}}
Confidence requirements: {{confidence}}

Build classifier:
1. Define class boundaries
2. Set classification rules
3. Handle multi-label cases
4. Configure thresholds
5. Add explanation requirements

Output classification prompt with decision logic.

Details

Category

Coding

Use Cases

text classificationcategory assignmentlabel prediction

Works Best With

claude-3-opusgpt-4claude-3-sonnet
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