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.

    1 vote
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      0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
    • Possibility to customize output structure

      In the output folder of the LUIS.ai docker container, the structure is "/output/luisai/docker_container_id/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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        1 comment  ·  Programmatic API  ·  Flag idea as inappropriate…  ·  Admin →
      • 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 →
        • 1 vote
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            0 comments  ·  Samples & SDK Request  ·  Flag idea as inappropriate…  ·  Admin →
          • 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  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
            • 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

              1 vote
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                0 comments  ·  Programmatic API  ·  Flag idea as inappropriate…  ·  Admin →
              • 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)

                2 votes
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                  0 comments  ·  Samples & SDK Request  ·  Flag idea as inappropriate…  ·  Admin →
                • 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

                  1 vote
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                    0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                  • 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

                    4 votes
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                      1 comment  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                    • 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 →
                      • 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.

                        4 votes
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                          0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                        • 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

                          4 votes
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                            0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                          • 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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                              0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                            • 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.

                              3 votes
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                                0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                              • 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

                                4 votes
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                                  0 comments  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
                                • 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

                                  1 vote
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                                    1 comment  ·  Language Support  ·  Flag idea as inappropriate…  ·  Admin →
                                  • 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 →
                                    • 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  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                                      • 1 vote
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                                          0 comments  ·  luis.ai WebApp  ·  Flag idea as inappropriate…  ·  Admin →
                                        • 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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