@AminaDerouiche Honeslty, I never had encountered such scenario but I will try and get back to you as soon as I will get some time. Meanwhile, please try rasa interactive and see what is going on behind.
# Configuration for Rasa NLU.
# https://rasa.com/docs/rasa/nlu/components/
language: fr
pipeline:
# # No configuration for the NLU pipeline was provided. The following default pipeline was used to train your model.
# # If you'd like to customize it, uncomment and adjust the pipeline.
# # See https://rasa.com/docs/rasa/tuning-your-model for more information.
- name: "SpacyNLP"
model: "fr_core_news_md"
case_sensitive: false
- name: "SpacyTokenizer" # Tokenizer that understands French to seperate sentences with the ' (d'application)
- name: RegexFeaturizer
- name: LexicalSyntacticFeaturizer
- name: CountVectorsFeaturizer
- name: CountVectorsFeaturizer
analyzer: char_wb
min_ngram: 1
max_ngram: 5
- name: DIETClassifier
epochs: 100
constrain_similarities: true
- name: EntitySynonymMapper
- name: FallbackClassifier
threshold: 0.3
ambiguity_threshold: 0.1
# Configuration for Rasa Core.
# https://rasa.com/docs/rasa/core/policies/
policies:
# # No configuration for policies was provided. The following default policies were used to train your model.
# # If you'd like to customize them, uncomment and adjust the policies.
# # See https://rasa.com/docs/rasa/policies for more information.
- name: MemoizationPolicy
- name: RulePolicy
- name: TEDPolicy
epochs: 200```