NLU difference between 1.2.x and 1.3.x

Rasa version: 1.2.9 and 1.3.6

Rasa X version (if used & relevant): -

Python version: 3.6.8

Operating system (windows, osx, …): ubuntu 18

Issue:

When training an NLU in 1.2.9, I can use it as expected. When training in 1.3.6 with the same .md file, I always get the same intent as output.

My training markdown file is here on pastebin.

Command or request that led to error:

rasa train nlu --config config.yml --nlu FILE

Content of configuration file (config.yml) (if relevant):

# Configuration for Rasa NLU.
language: nl
pipeline: supervised_embeddings

# Configuration for Rasa Core.
# https://rasa.com/docs/rasa/core/policies/
policies:
  - name: MemoizationPolicy
  - name: KerasPolicy
  - name: MappingPolicy

Testrun in shell of 1.3.6:

Next message:
Is er een virtuele rondleiding mogelijk?
{
  "intent": {
    "name": "9",
    "confidence": 0.125
  },
  "entities": [],
  "intent_ranking": [
    {
      "name": "9",
      "confidence": 0.125
    },
    {
      "name": "77",
      "confidence": 0.125
    },
    {
      "name": "71",
      "confidence": 0.125
    },
    {
      "name": "61",
      "confidence": 0.125
    },
    {
      "name": "54",
      "confidence": 0.125
    },
    {
      "name": "48",
      "confidence": 0.125
    },
    {
      "name": "33",
      "confidence": 0.125
    },
    {
      "name": "1",
      "confidence": 0.125
    }
  ],
  "text": "Is er een virtuele rondleiding mogelijk?"
}

As you can see, everything has the same confidence, which is quite illogical.

Testrun in shell of 1.2.9:

Next message:
Is er een virtuele rondleiding mogelijk?
{
  "intent": {
    "name": "71",
    "confidence": 0.957551121711731
  },
  "entities": [],
  "intent_ranking": [
    {
      "name": "71",
      "confidence": 0.957551121711731
    },
    {
      "name": "77",
      "confidence": 0.05605613812804222
    },
    {
      "name": "33",
      "confidence": 0.025996943935751915
    },
    {
      "name": "9",
      "confidence": 0.023518487811088562
    },
    {
      "name": "48",
      "confidence": 0.0
    },
    {
      "name": "61",
      "confidence": 0.0
    },
    {
      "name": "1",
      "confidence": 0.0
    },
    {
      "name": "54",
      "confidence": 0.0
    }
  ],
  "text": "Is er een virtuele rondleiding mogelijk?"
}

What did I do wrong?

[dakshvar22]

@Lambik Should be out with 1.3.9, in a day at the most.

[Lambik]

@dakshvar22 thanks for fixing it ❤️ When will I be able to use it? (just did pip3 install --upgrade rasa, got 1.3.8, still the same issue after retraining the model)