Zero-shot ad classifier for custom categories
Build custom zero-shot classifier to categorize ads into business-specific categories without training data or manual labeling
AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.21
Key facts
- Vertical
- Cross-industry
- Function
- Ads
- Status
- Seen in the wild
- Volume
- routine
- Value
- meaningful
- Risk
- moderate
- Evidence
- described plan
- Flags
- None
Source: https://github.com/dan1229/zero-shot-classification-playground
Build this with a classifier
Define a typed decision with a bounded answer, then evaluate it on examples.
{
"decision_type": "choice",
"question": "Does this input match the decision in “Zero-shot ad classifier for custom categories”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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