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    ROOT CAUSE PATTERN RECOGNITION BASED MODEL TRAINING
    5.
    发明公开
    ROOT CAUSE PATTERN RECOGNITION BASED MODEL TRAINING 审中-公开

    公开(公告)号：US20240320081A1

    公开(公告)日：2024-09-26

    申请号：US18670728

    申请日：2024-05-21

    Applicant: Microsoft Technology Licensing, LLC

    Inventor： Allison Mae GIDDINGS ,  Mo ZHOU ,  Dong YUAN

    IPC: G06F11/07 ,  G06F11/32 ,  G06F11/34 ,  G06F40/226 ,  G06F40/242 ,  G06N20/00

    CPC classification number: G06F11/079 ,  G06F11/321 ,  G06F11/3409 ,  G06F40/226 ,  G06F40/242 ,  G06N20/00

    Abstract: Examples provide a system and method for retraining a machine learning (ML) algorithm associated with a trained model using root cause pattern recognition. The system analyzes the results of parsing unstructured data and identifies a root cause pattern causing the trained model to underperform when parsing data including the identified pattern. Examples of data including the pattern are created for use in retraining the model to correctly detect and parse data following the identified pattern. Once retrained, the model is able to parse unstructured data, including data having the identified pattern, in accordance with expected performance metrics. The system automatically identifies parsing errors, identifies the root cause patterns for these errors and retrains the models to correctly handle those patterns for more accurate and efficient handing of unstructured data by trained models.

    Devices, systems, and methods for selectively providing contextual language translation
    6.
    发明授权
    Devices, systems, and methods for selectively providing contextual language translation 有权

    公开(公告)号：US12093662B2

    公开(公告)日：2024-09-17

    申请号：US17932909

    申请日：2022-09-16

    Applicant: Robert F. Deming, Jr.

    Inventor： Robert F. Deming, Jr.

    IPC: G06F40/58 ,  G06F40/242 ,  G06F40/30 ,  G06F40/45 ,  G06Q50/00 ,  G06Q50/10

    CPC classification number: G06F40/58 ,  G06F40/242 ,  G06F40/30 ,  G06F40/45 ,  G06Q50/01 ,  G06Q50/10

    Abstract: A device includes a memory adapted to store a list in a file or database comprising a plurality of vocabulary words in a first language and, for each vocabulary word, a corresponding word in a second language, a display device, and a processor. The processor is adapted to receive a plurality of words in the first language, select one or more words among the plurality of words, based on one or more predetermined criteria, translate, match or equate the one or more selected words from the first language to words of the second language, and cause the display device to display the plurality of words, wherein one or more first words that are in the plurality of words and are not among the one or more selected words which are displayed in the first language and one or more second words that are in the plurality of words and are among the one or more selected words are displayed in the second language.

    INTELLIGENT FORM FILLING
    8.
    发明公开
    INTELLIGENT FORM FILLING 审中-公开

    公开(公告)号：US20240303418A1

    公开(公告)日：2024-09-12

    申请号：US18119123

    申请日：2023-03-08

    Applicant: CARLOTA DANIEL

    Inventor： CARLOTA DANIEL

    IPC: G06F40/174 ,  G06F40/242

    CPC classification number: G06F40/174 ,  G06F40/242

    Abstract: A method, apparatus, and storage media for implementing an intelligent form filling system are provided. The system generates an association between a first field name and a second field name based on entry of field values by users into a first form document at a first device within a plurality of devices connected to a network and stores the association in a field name dictionary data structure at a server device connected to the network to form a field name association. The system identifies a field name in a second form document that matches the first field name or the second field name in the field name association. In response to the second user entering a value into the identified field, the system causes to be presented to the second user a prompt to associate the first field name and the second field name in a data file.

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