LUIS - understand the name of any person

Question

we are building the product on LUIS / Microsoft Bot and one of the doubts is that we have an understanding of the face. The product is set up for use by anyone by simply subscribing to our website. This means that any company that is registered can have any number of employees with any name.

We realized that the user object cannot recognize all the names. We have created a list of phrases, but, as you know, there is a restriction on the list of phrases (10K or even if it is 100K) and names in the world can never have a limit. Another way we think is not to teach the essence of statements. However, if we have 100 clients with 1000 users, then speaking up would not be a good idea.

I see no other way to deal with this situation. I guess I missed something? Has anyone encountered a similar problem and how was it handled?

The worst thing would be to create a separate LUIS instance for each client, but this is really a big task, because we cannot process names.

Answer 1

This question was asked by several guys from MS in my local region, however, it seems that LUIS is currently unable to identify names.

It’s not good, like NLP, he is not able to handle such things: (

I found wit.ai (best so far) in identifying names, and IBM Watson is also good to some level. Let's see how they appear in the future, but so far I have switched to https://wit.ai

Answer 2

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https://westus.api.cognitive.microsoft.com/text/analytics/v2.0/keyPhrases

:

{
  "documents": [
    {
      "language": "en-us",
      "id": "myid",
      "text": "Please book a flight for John Smith at 2:30pm on Wednesday."
    }
  ]
}

:

{
  "languageDetection": {
    "documents": [
      {
        "id": "e4263091-2d54-4ab7-b660-d2b393c4a889",
        "detectedLanguages": [
          {
            "name": "English",
            "iso6391Name": "en",
            "score": 1.0
          }
        ]
      }
    ],
    "errors": []
  },
  "keyPhrases": {
    "documents": [
      {
        "id": "e4263091-2d54-4ab7-b660-d2b393c4a889",
        "keyPhrases": [
          "John Smith",
          "flight"
        ]
      }
    ],
    "errors": []
  },
  "sentiment": {
    "documents": [
      {
        "id": "e4263091-2d54-4ab7-b660-d2b393c4a889",
        "score": 0.5
      }
    ],
    "errors": []
  }
}

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