Type: huggingface.text_classification.ZeroShotTextClassifier
Namespace: huggingface.text_classification
Description
Performs zero-shot classification on text. text, classification, zero-shot, natural language processing
Use cases:
- Classify text into custom categories without training
- Topic detection in documents
- Sentiment analysis with custom sentiment labels
- Intent classification in conversational AI
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.zero_shot_classification |
The model ID to use for zero-shot classification | {'type': 'hf.zero_shot_classification', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| inputs | str |
The text to classify | `` |
| candidate_labels | str |
Comma-separated list of candidate labels for classification | `` |
| multi_label | bool |
Whether to perform multi-label classification | False |
Outputs
| Output | Type | Description |
|---|---|---|
| output | Dict[str, float] |
Metadata
Related Nodes
Browse other nodes in the huggingface.text_classification namespace.