Microsoft

Language Understanding (LUIS)

Welcome to the LUIS API Forum

(Language Understanding Intelligent Service)

Categories

Documentation – Any ideas or suggestions for the API Reference or Documentation.

Language Support – Submit a request to have a particular language supported.

luis.ai WebApp – Ideas and suggestions for luis.ai and functionality used through the WebApp.

Programmatic API – Any ideas or feedback pertaining to features or enhancements to LUIS programmatic API.

Samples & SDK Request – Let us know if you would like to see a tutorial/sample or a SDK provided.

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  1. co-reference resolution

    E.G: Jeff studies in a school. He did not go to school today.

    In the above statement, if I were to do entity match, Jeff and He represents the same entity logically.
    But via LUIS inbuilt person name entity only Jeff gets recognized as a name. While "He" which is also referring to Jeff is not identified or recognized.

    2 votes
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    0 comments  ·  Entities  ·  Flag idea as inappropriate…  ·  Admin →
    Declined  ·  Luke Bayler responded

    Hello,

    This is currently not supported in LUIS.

    Thanks,
    Luke

  2. Possibility to customize output structure

    In the output folder of the LUIS.ai docker container, the structure is "/output/luisai/dockercontainerid/app_id.csv

    The problem is, that when i stop/start the docker container, the docker container id changes, and therefore the csv output files are now in another output subfolder. Is there a possibilty to skip the folder with the docker container id?

    1 vote
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    Under Review  ·  1 comment  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
  3. Improve usability of Review Endpoint Utterances page

    The Review Endpoint Utterances process is slow and tedious, because it is so difficult of find the intent with the list ordered by confidence level. 3 Improvements would help


    1. Allow the list of intents dropdown to be sorted by intent name

    2. Allow the intents dropdown to be expanded so the entire intent name can be viewed

    3. Allow auto-completion to select the intent you want in the list

    1 vote
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    0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
  4. 1 vote
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    0 comments  ·  Entities  ·  Flag idea as inappropriate…  ·  Admin →
  5. Increase entities(type: List) limit in LUIS to 150

    The number of Entities (type:List) is limited to 50.

    We need to increase entities(type: List) limit in LUIS to 150 or more, cause it's used to handle desambiguation situations.

    1 vote
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    0 comments  ·  Service Limits  ·  Flag idea as inappropriate…  ·  Admin →
  6. Add ability to get utterances

    it will be good to add a method to get an array of all utterances for a LUIS application.
    Thanks

    2 votes
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    0 comments  ·  Programmatic API  ·  Flag idea as inappropriate…  ·  Admin →
  7. Speech: support of custom speech models from CRIS

    As some of our vocabulary is really domain-oriented, it would be interesting to be able to point to a Custom Speech endpoint instead of generic speech endpoint in an "all-in-one" transaction (from speech to intent recognition)

    4 votes
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    Under Review  ·  1 comment  ·  Programmatic API  ·  Flag idea as inappropriate…  ·  Admin →
  8. Entities: request for improvement

    Entities appear in the order in which they’ve been manually entered, and not alphabetically. Is there a way to ensure that they appear in alphabeticall order? that would make data administration way easier

    2 votes
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    1 comment  ·  Entities  ·  Flag idea as inappropriate…  ·  Admin →
    Completed  ·  Luke Bayler responded

    Hello,

    In the portal you can sort the entities by name.

    Thanks,
    Luke

  9. Eliminate the effect of question mark in utterance

    The effect of question mark in utterance prediction should be eliminated, because not all customers write proper questions with question mark, commas, and so on..

    example: I write the exact question with (?) gives different intent prediction than the same question without (?)

    I don't understand why (?) has this big impact on the prediction

    8 votes
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    4 comments  ·  Utterances  ·  Flag idea as inappropriate…  ·  Admin →
    Completed  ·  Luke Bayler responded

    Hello,

    Punctuation no longer has any effect in training or predicting.

    Thanks,
    Luke

  10. Problem with the "Include all entitiets" switch in the Keys and endpoint page

    When I am enabling the "Include all entities" switch and publish, I am getting all the entities with their respective score for an utterance in the JSON file. But this is permanent. When I restart the LUIS.ai the swict will be still on, but the JSON file doesn't have all the intents. It only shows the Top scored intent.

    1 vote
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    0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
    Resolved  ·  Luke Bayler responded

    Hello,

    If verbose=true is in your endpoint URL, then you should see all intents.

    Please open a ticket if this is not the case.

    Thanks,
    Luke

  11. Support phrase lists inside patterns

    Given the following pattern:
    tell me when I get {money}

    And the following phrase list:
    tell me
    let me know

    I get the following pattern matches:
    tell me when i get 100 eur -> MATCH (expected)
    let me know when i get 100 eur -> NO MATCH
    when I get 100 eur -> NO MATCH (expected)

    Supporting phrase lists inside pattern would help unclutter and simplify patterns.

    5 votes
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    0 comments  ·  Patterns  ·  Flag idea as inappropriate…  ·  Admin →
    Resolved  ·  Luke Bayler responded

    Hello,

    Phrase lists in LUIS do not support this. But, to enable this scenario, LUIS has Grouping and ORing functionality, so [tell me | let me know] when I get 100 eur will meet your scenario.

    Thanks,
    Luke

  12. Improve brackets in patterns

    A pattern such as sho[w] should match both "sho" and "show". Below are some examples of the current behavior. There are many more use cases in German and other languages. This feature would simplify and shorten pattern creation significantly.

    Pattern: [show][sho] me the cash
    Match: sho me the cash
    Match: show me the cash

    Pattern: sho[w] me the money
    Match: sho me the money
    No match: show me the money
    Match: sho w me the money

    7 votes
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    1 comment  ·  Patterns  ·  Flag idea as inappropriate…  ·  Admin →
    Under Review  ·  Luke Bayler responded

    Hello,

    Our pattern engine currently doesn’t support this because anything in between spaces is considered as a token. We can look into adding this.

    In the meantime, you can do this with pipes (“|”). For example, (show | sho) me the money.

    Thanks,
    Luke

  13. Add UI to view and edit Pattern.any explicitListItems

    Pattern.any entities can be created, but adding/removing explicit list items is only supported through API/CLI.

    A UI on the page would be very useful, as very few people know this feature.

    3 votes
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    1 comment  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
    Resolved  ·  Luke Bayler responded

    Hello,

    We do support adding pattern.any entities through the UI.

    Thanks,
    Luke

  14. Allow entering number of utterances to view per page

    Only 10 or so utterances are shown per page.

    To better review or delete utterances, it would be great to have a control to select the number of items per page, e.g. 10, 50, 100 or ALL.

    4 votes
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    0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
    Planned  ·  Luke Bayler responded

    Hello,

    Support for this is planned for a future release.

    Thanks,
    Luke

  15. Support logical OR in patterns

    Support the use of pipe character as logical OR, e.g.:
    [my|your|her|his] car
    ... would match:
    my car
    your car
    her car
    his car

    As a workaround I have to write:
    [my][your][her][his] car

    7 votes
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    0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
    Completed  ·  Luke Bayler responded

    Hello,

    LUIS does support using logical OR in patterns.

    Thanks,
    Luke

  16. Preprocessing - Stemming and Lemmatization

    LUIS gives different scores for "book ticket" and "book tickets". Rather than adding all possible utternace variations, if options stemming and lemmatization can be supported then it can reduce the training burdon.
    Or if LUIS is handling this kind of situation internally then please suggest

    3 votes
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    1 comment  ·  Utterances  ·  Flag idea as inappropriate…  ·  Admin →
  17. We have created a new application using “ca-fr” language. We find out that the model does not give as good result compared to the English la

    Support on CA-FR Language

    We have created a new application using “ca-fr” language. We find out that the model does not give as good result compared to the English language. Differences are important, such as:
    - The model is very slow
    - The model does not take in account singular / plural intent. It seems that we need to enter automobile & automobiles to get better results.
    - We are wondering if semantic / synonym are taken in account too based on our tests.
    - The number of Phrases List is limited to 10, as we may need almost one…

    2 votes
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    0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
  18. tenant

    Can't select any tenant when "Assign a resource to your app". The account of LUIS and Azure is "bothub-uat@outlook.com"

    2 votes
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    0 comments  ·  Collaboration/Ownership  ·  Flag idea as inappropriate…  ·  Admin →
  19. 1 vote
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    0 comments  ·  Intents  ·  Flag idea as inappropriate…  ·  Admin →
    Resolved  ·  Luke Bayler responded

    Hello,

    We were unable to reproduce this. If this still is an issue, please open a ticket.

    Thanks,
    Luke

  20. Add more than 10 child entities under a Hierarchical entity type

    I need to add more than 10 child entities under a Hierarchical entity type. I'm working with a list of schools in a particular region and I need to add 40 schools as children.

    2 votes
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    0 comments  ·  Programmatic API  ·  Flag idea as inappropriate…  ·  Admin →
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