Patent ID: 11880746
Assignee: HRB INNOVATIONS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. One or more non-transitory computer-storage media storing computer-executable instructions that, when executed, display a user interface for use in training an artificial intelligence system and operable by a subject-matter expert comprising:
a first pane displaying:
at least a subset of a plurality of training data items;
an indication of a current training data item of the plurality of training data items;

a second pane displaying:
a plurality of indicia corresponding to a plurality of labels, wherein each label of the plurality of labels is applicable to one or more items of the plurality of training data items;
wherein the user interface is configured such that the subject-matter expert can select and unselect one or more labels of the plurality of labels,
wherein, by selecting the one or more labels of the plurality of labels, the subject-matter expert indicates that the artificial intelligence system should apply the one or more labels when classifying the current training data item,
wherein automatic preliminary classification of the plurality of training data items occurs in real time based on a current state of training of the artificial intelligence system, and
wherein the artificial intelligence system filters out one or more filtered labels of the plurality of labels that are not applicable to the current training data item based on the automatic preliminary classification;
a toggle,
wherein the artificial intelligence system sorts the one or more labels based on an estimated likelihood of the one or more labels being applicable to the current training data item and preselects one or more preselected labels of the plurality of labels as applicable to the current training data item based on the automatic preliminary classification, and
wherein the automatic preliminary classification of subsequent data items is updated based on the subject-matter expert selecting labels and unselecting preselected labels corresponding to the current training data item;
a not-applicable indicium to indicate that at least one of the plurality of training data items is not relevant to any of the one or more labels;
a function for displaying indicia corresponding to all available labels, when the subject-matter expert determines an applicable label has been incorrectly filtered out based on the automatic preliminary classification;
a forward button to allow the subject-matter expert to move from the current training data item to a next one of the plurality of training data items; and
a back button to allow the subject-matter expert to move from the current training data item to a previous one of the plurality of training data items.