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26 lines
712 B
YAML
26 lines
712 B
YAML
language: "en"
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pipeline:
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- name: "SpacyNLP"
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model: "en_core_web_md"
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- name: "SpacyTokenizer"
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- name: "SpacyEntityExtractor"
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- name: "DucklingEntityExtractor"
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url: "http://duckling:8000"
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dimensions:
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- "NUMBER"
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- name: "CRFEntityExtractor"
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BILOU_flag: true
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features:
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# features for word before token
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- ["low", "title", "upper", "pos", "pos2"]
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# features of token itself
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- ["bias", "low", "word3", "word2", "upper", "title", "digit", "pos", "pos2", "pattern"]
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# features for word after the token we want to tag
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- ["low", "title", "upper", "pos", "pos2"]
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max_iterations: 50
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L1_c: 1
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L2_c: 1e-3
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- name: "SklearnIntentClassifier"
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C: [1, 2, 5, 10, 20, 100]
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kernel: "linear" |