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  # CRP Intent / Speech-Act Classifier
 
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+ license: other
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+ pipeline_tag: text-classification
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+ library_name: setfit
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+ base_model: sentence-transformers/all-MiniLM-L6-v2
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+ tags:
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+ - setfit
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+ - sentence-transformers
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+ - text-classification
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+ - crp
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+ - context-relay-protocol
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+ - intent-classification
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+ - speech-acts
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+ widget:
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+ - text: Please scan the repository for compliance issues.
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+ - text: What is the current deployment status?
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+ - text: I believe the server is down.
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+ - text: This is frustrating and slow.
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+ inference: true
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+ model-index:
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+ - name: crp-intent-setfit
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+ results:
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+ - task:
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+ type: text-classification
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+ name: Speech-act classification (4-class)
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+ dataset:
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+ name: CRP speech-act held-out mix
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+ type: banking77
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+ metrics:
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+ - type: accuracy
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+ value: 0.934
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+ name: Held-out accuracy (2,000 examples)
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+ verified: false
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  ---
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  # CRP Intent / Speech-Act Classifier