This is an example of what my training data looks like ## intent:ask_ingredients - my ingredients are [tomato](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredints are [beans](ingredients) and [baguette](ingredients) - i have [banana](ingredients) [baking bar](ingredients) and [beer](ingredients) - in my fridge there is [chia seeds](ingredients) and [chestnuts](ingredients) - i have ingredients that are [cheese](ingredients) [cereal](ingredients) - my ingredients are [yogurt](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [wine](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [walnuts](ingredients) [raw shrimp](ingredients) [berries](ingredients) - my ingredients are [turkey](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [toast](ingredients) [red wine](ingredients) [berries](ingredients) - my ingredients are [steaks](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [sugar](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [spaghetti](ingredients) [bacon](ingredients) [berries]](ingredients) - my ingredients are [seeds](ingredients) [pumpkin](ingredients) [berries](ingredients) - my ingredients are [salsa](ingredients) [bacon](ingredients) [pistachios](ingredients) - my ingredients are [wine](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [walnuts](ingredients) [raw shrimp](ingredients) [berries](ingredients) - my ingredients are [turkey](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [toast](ingredients) [red wine](ingredients) [fish](ingredients) - my ingredients are [steaks](ingredients) [bacon](ingredients) [garlic](ingredients) - my ingredients are [sugar](ingredients) [bacon](ingredients) [ginger](ingredients) - my ingredients are [spaghetti](ingredients) [bacon](ingredients) [berries](ingredients) - my ingredients are [seeds](ingredients) [pumpkin](ingredients) [berries](ingredients) - my ingredients are [lemon](ingredients) [ketchup](ingredients) [juice](ingredients) This is an example of the output I am getting my ingredients are bacon berries cheese { "intent": { "name": "ask_ingredients", "confidence": 0.9999998807907104 }, "entities": [ { "entity": "ingredients", "start": 19, "end": 39, "value": "bacon berries cheese", "extractor": "DIETClassifier" }, { "entity": "ingredients", "start": 19, "end": 39, "confidence_entity": 0.7563967162518996, "value": "bacon berries cheese", "extractor": "CRFEntityExtractor" } ], I tried both DIET and CRF but both of them are giving me the same result. Why are my entities not being recognized separately as 3 ingredients ? What could I do to make it such that it is classified correctly …

This behaviour is actually expected. If you have multiple tokens next to each other and they all have the same predicted entity type, we assume that they actually belong together. For example if you have an entity extractor that extracts cities, you want “San Fransisco” to be classified as one city and not as two citifies “San” and “Fransisco”. So, if you add the word and to your sentence (in-between the ingredients), the ingredients are picked up separately.

Unable to classify multiple examples of the same entity. Please help

Rasa Open Source

Tanja (Tanja Bunk) July 13, 2020, 7:48am 8

@noman You are right, separating entities by comma does not work at the moment. Will create a fix for it soon. For now please use and.

1 Like

Difficulty Extracting multiple entitiy values as multiple entities of the same entity in a single message

Topic		Replies	Views
Help with intent and entity extraction Rasa Open Source	5	830	February 8, 2021
Detecting multiple entities of the same type Rasa Open Source	5	1400	March 18, 2020
Many values for the same entity how to do it Rasa Open Source	6	346	April 11, 2020
Rasa NLU training data Rasa Open Source	1	798	October 17, 2018
Training new entities independent of intent Rasa Open Source	16	3962	October 9, 2018

Unable to classify multiple examples of the same entity. Please help

Related topics