Hello, I am new to rasa, and I have troubles training my nlu model… Here is my problem : When I have only one entity in my sentence, it is ok, and the model extracts it, but when I have two entities, it extracts only one of the two entities.
For instance, if I have the sentences : « I want to go to a stop ». It does extract « stop » as info_type, « I am looking for Bastille », it does extract « Bastille » as stop_name But when I write : « I want to go to the stop named Bastille ». I can either have « Bastille » extracted, either « stop », but not both of them.
Could someone help me please ?
My spacy configuration is the following :
- name: "nlp_spacy"
- name: "tokenizer_spacy"
- name: "intent_featurizer_spacy"
- name: "intent_classifier_sklearn"
- name: "ner_crf"
- name: “ner_synonyms” path: “./models/nlu” data: “./data/data.json”