Entities labeled with roles can be seen in the list of labeled utterances ('examples'), under entities, or in the list of utterances, under an intent.
In both lists, the roles can not be seen/ can not be read at once but only by hovering over every single entity value one by one. I must search for labeled roles this way and I have no overview of labeled roles. This makes it very hard for me to find roles and to check whether all entities are labeled correctly.5 votes
Currently LUIS is able to detect the presence of specific entities however is not able to detect "relationshps".
For example, let's assume one wants to identify "company acquisitions". One would typically need to find phrases where there are two company names and there is evidence that one company "bought" the other.
As far as I understand the API (and the experiments I did with it so far) this task is not achievable currently by LUIS. I hope to be wrong and I would appreciate a clear specificaiton on this.1 vote
You can use Roles to extract more information from entities. Please see https://docs.microsoft.com/en-us/azure/cognitive-services/luis/tutorial-entity-roles.
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