CODEWITHSUNDEEP
rasa-nlurasa
user12735193
user12735193

Reputation: 11

Latest Rasa core model does not detect any entities

I followed the Rasa masterclass and have the following setup:

data/nlu.md:

## intent:search_provider
- I want to go to a  [hospital] (facilitytype)
- I am sick need to go to a [hospital] (facilitytype)
- Can you tell me how to get to a [hospital] (facilitytype)

rasa train:

2020-01-17 19:06:36 INFO     rasa.model  - Data (nlu-config) for NLU model changed.
Core stories/configuration did not change. No need to retrain Core model.
Training NLU model...
2020-01-17 19:06:36 INFO     rasa.nlu.training_data.loading  - Training data format of /var/folders/2p/c7zvhbtj4dz0p053y49fmr_h0000gp/T/tmphtg4ok5r/68c2a3993fe141b199b22b8cac047519_nlu.md is md
2020-01-17 19:06:36 INFO     rasa.nlu.training_data.training_data  - Training data stats: 
    - intent examples: 50 (8 distinct intents)
    - Found intents: 'goodbye', 'affirm', 'inform', 'search_provider', 'mood_unhappy', 'greet', 'mood_great', 'deny'
    **- entity examples: 0 (0 distinct entities)
    - found entities:**

When I run the nlp model, it detects the right intent, but cannot extract any entities, not sure what I am missing :

Next message:

I want to go to a hospital
{
  "intent": {
    "name": "search_provider",
    "confidence": 0.9632793664932251
  },
  "entities": [],

My pipeline has the following line in the config.yml:

pipeline: supervised_embeddings

Upvotes: 1

Views: 933

Answers (2)

degiz
degiz

Reputation: 39

As mentioned by @dragster, there shouldn't be a space between entity value and type:

## intent:inform
- [NEW YORK](city)
- I am going home to [Detroit](city)

Upvotes: 1

dragster
dragster

Reputation: 448

@user12735193 Can you specify the exact Rasa version you are using? Also, please don't add a space between the [entity value] and (entity type). It should be like this - [entity value](entity type) and not [entity value] (entity type). I think that should fix it for you.

Upvotes: 1

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