- Rasa X 0.27.3.
- Rasa 1.8.0.
- Linux (ubuntu 18.04).
pipeline: - name: WhitespaceTokenizer - name: RegexFeaturizer - name: LexicalSyntacticFeaturizer - name: CountVectorsFeaturizer - name: CountVectorsFeaturizer analyzer: char_wb min_ngram: 1 max_ngram: 4 - name: DIETClassifier epochs: 100 - name: EntitySynonymMapper
I have entity called “month” and lookup table that includes all months. I have enough nlu examples for the lookup table to work. I have also made synonyms for every month.
“February” has synonym “Februarys”. If user writes “Februarys” it will set the month to “February”.
Problem: If user writes “Februry” and it’s not in the synonyms it will be recognized as a month and it will be set as user has written it(typo).
I don’t want the entity to be mapped if there is a typo. If “Februry” or “Dcembers” is recognized it should be mapped to “February” or “December”, NOT as something that is close to the word.