2021-09-28 16:45:32 +02:00
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language: en
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pipeline:
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2021-09-29 02:28:58 +02:00
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- name: WhitespaceTokenizer
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token_pattern: (?u)\b\w+\b
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- name: RegexFeaturizer
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- name: LexicalSyntacticFeaturizer
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- name: CountVectorsFeaturizer
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# OOV_token: oov
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- name: CountVectorsFeaturizer
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analyzer: char_wb
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min_ngram: 1
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max_ngram: 4
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- name: DIETClassifier
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epochs: 100
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ranking_length: 10
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# - name: DucklingEntityExtractor
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# url: http://localhost:8000
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# dimensions:
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# - email
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# - number
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# - amount-of-money
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- name: EntitySynonymMapper
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- name: ResponseSelector
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retrieval_intent: out_of_scope
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scale_loss: false
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epochs: 100
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- name: ResponseSelector
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retrieval_intent: faq
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scale_loss: false
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epochs: 100
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- name: ResponseSelector
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retrieval_intent: chitchat
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scale_loss: false
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epochs: 100
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- name: FallbackClassifier
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threshold: 0.7
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2021-09-28 16:45:32 +02:00
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policies:
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2021-09-29 02:28:58 +02:00
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- name: RulePolicy
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core_fallback_threshold: 0.3
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core_fallback_action_name: "action_default_fallback"
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enable_fallback_prediction: True
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- max_history: 6
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name: AugmentedMemoizationPolicy
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- name: TEDPolicy
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max_history: 10
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epochs: 20
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batch_size:
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- 32
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- 64
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