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Models

  • Status
    colourPurple
    titleimprovement
    Improved our splitting models for BVACs.

  • Status
    colourPurple
    titleimprovement
    Increased recall and accuracy on our passport and national_id document type classification and respective fields.

  • Status
    colourPurple
    titleimprovement
    Improved predictions for amounts, sender information, and document/invoice numbers.

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  • Status
    colourBlue
    titleFixed
    Menu bar: User interface improved so that a user can scroll to the bottom of the page even on smaller screens.

  • Stats:

    • Overview > Automation insights:

      • Status
        colourBlue
        titleFixed
        The document id is now identical with the file displayed in the list that appears when clicking on one of the bars in the Automation insights graph.

      • Status
        colourYellow
        titlechanged
        The color of the confidence threshold is now changed for better visual clarity. Added document classification in the chart.

    • Status
      colourBlue
      titleFixed
      ML Awareness > Field awareness: When a specific field is selected in the Field filter, then the threshold line is now updated, including a text showing the threshold level percentage for that field. If more than one specific field is selected or no field is selected, the graph has updated data but no threshold line.

  • Inbox:

    • Status
      colourBlue
      titleFixed
      Loading the inbox page with lots of data is now faster even after loading the second, third, fourth and more pages.

    • Status
      colourBlue
      titleFixed
      When the inbox is filtered and the Select all checkbox is selected, the actions applied will only be applied on the files that are still present in the inbox and not on the files that were filtered out.

    • Status
      colourBlue
      titleFixed
      The dates are now fixed and date and year are not swapped anymore.

  • Review:

    • Status
      colourBlue
      titleFixed
      Toggle JSON: It was previously only working when the user is on a page 1 or above. Now, it is also working when on page 0 (thumbnails view).

    • Status
      colourYellow
      titlechanged
      Highlight boxes: The boxes that highlight which text of the document our predictions are from now more accurately surround the text.

    • Status
      colourYellow
      titlechanged
      Date Float conversion: We have matched our front-end logic of converting dates floats to the logic of our models to ensure consistency of the date floats formats both when annotating on our front-end and receiving predictions from our API endpoints. Examples below:

      Code Block
      100,99 = 100.99
      1.000,99 = 1000.99
      1,000.9 = 1000.9
      19 = 19.0
      1,00,000.99 = 100000.99
      1.00.360,23 = 100360.23
      1.23.45 = 123.45
    • Status
      colourYellow
      titlechanged
      Versions: Changing versions in the Review screen will not automatically bring the screen back to page 0 anymore. The page will instead remain the same.

    • Status
      colourYellow
      titlechanged
      Extract A Table: When trying to use Extract A Table on a document whose format does not include a table, a warning will now pop-up saying "Warning: Selected format does not have any table type".

    • Status
      colourGreen
      titleFeature
      Learn From This File: It is now possible to learn from annotated tables by using Extract A Table > Annotating the table > Submitting the file > Actions > Learn From This File > table_extraction. This feature works with custom fields in the table as well.

  • Projects:

    • Status
      colourYellow
      titlechanged
      The new default time-out value upon creation of new projects is 90 seconds.

  • Formats:

    • Status
      colourYellow
      titlechanged
      Buttons Edit, Cancel and Cancel are removed. Only Delete Format and Publish Changes stay on the Format page to avoid confusion.

    • Status
      colourGreen
      titleFeature
      The data type datetime is now available in our formats. This will enable predictions in the format 2022-04-12T00:00:00+02:00.

    • Status
      colourGreen
      titleFeature
      We added a warning messages. One will pop out when a format which includes duplicate fields (fields with the same field name and technical name) is published, as this should not be possible. Another will pop out when changes have been made to the format and the user tries to exit the page without saving.

    • Status
      colourGreen
      titleFeature
      Mandatory and visible conditions are now also available for line items as well.

  • Studio

    • Thresholds:

      • Status
        colourYellow
        titlechanged
        The order of the fields under the File level trade-off between 'STP' and 'False Positive' graph is now ordered in the same way as they are found in the format.

      • Status
        colourYellow
        titlechanged
        A placeholder saying No evaluated files on the selected Date Range will be visible whenever there is no available data for the File level trade-off between 'STP' and 'False Positive' graph.

  • User management

    • Status
      colourGreen
      titleFeature
      SSO and roles: A new column Roles in the Users List is added to indicate the roles of each user