User-defined automated document feature extraction and optimization
First Claim
Patent Images
1. A computer-implemented method for optimizing automated document feature extraction, the method comprising:
- providing a user with a graphical user interface to edit at least one field within a set of focus documents and simultaneously view at least one document from the set of focus documents;
receiving an edit from the user, via the graphical user interface, to one or more extractor taggers applicable to the at least one field within the set of focus documents;
updating a staging environment for an automated document feature extraction system;
performing automated document feature extraction in the staging environment on the set of focus documents;
verifying that the automated document feature extraction utilizing the edited one or more extractor taggers passes a quality check on the set of focus documents; and
updating the automated document feature extraction system with the edited one or more extractor taggers to enhance automated document feature extraction within the set of focus documents and a second set of additional documents.
1 Assignment
0 Petitions
Accused Products
Abstract
Provided herein are systems and methods for user-defined automated document feature modeling, extraction and optimization. In the present disclosure, an end user of an automated document review system can customize and create new extractor taggers within data models applicable to a set of focus documents. The user-defined edits to the extractor taggers can be further tested in a staging environment, and tested against a ground truth set of documents, before being widely applied to other relevant documents.
122 Citations
20 Claims
-
1. A computer-implemented method for optimizing automated document feature extraction, the method comprising:
-
providing a user with a graphical user interface to edit at least one field within a set of focus documents and simultaneously view at least one document from the set of focus documents; receiving an edit from the user, via the graphical user interface, to one or more extractor taggers applicable to the at least one field within the set of focus documents; updating a staging environment for an automated document feature extraction system; performing automated document feature extraction in the staging environment on the set of focus documents; verifying that the automated document feature extraction utilizing the edited one or more extractor taggers passes a quality check on the set of focus documents; and updating the automated document feature extraction system with the edited one or more extractor taggers to enhance automated document feature extraction within the set of focus documents and a second set of additional documents. - View Dependent Claims (2, 3, 4, 5, 6)
-
-
7. A computer-implemented method for optimizing automated document feature extraction, the method comprising:
-
providing a user with a graphical user interface to edit at least one field within a set of focus documents and simultaneously view at least one document from the set of focus documents; receiving an edit from the user, via the graphical user interface, to one or more extractor taggers applicable to the at least one field within the set of focus documents; updating a staging environment for an automated document feature extraction system; performing automated document feature extraction in the staging environment on the set of focus documents; verifying whether the automated document feature extraction utilizing the edited one or more extractor taggers passes a quality check on the set of focus documents; and updating at least one data model within the automated document feature extraction system with the edited one or more extractor taggers to enhance automated document feature extraction within the set of focus documents and a second set of additional documents. - View Dependent Claims (8, 9, 10, 11, 12)
-
-
13. A system, comprising:
-
a processor; and a memory for storing executable instructions, the processor executing the instructions to; provide a user with a graphical user interface to edit at least one field within a set of focus documents and simultaneously view at least one document from the set of focus documents; receive an edit from the user, via the graphical user interface, to one or more extractor taggers applicable to the at least one field within the set of focus documents; update a staging environment for an automated document feature extraction system; perform automated document feature extraction in the staging environment on the set of focus documents; verify that the automated document feature extraction utilizing the edited one or more extractor taggers passes a quality check on the set of focus documents; and publish the edited one or more extractor taggers in an updated data model within the automated document feature extraction system to enhance automated document feature extraction within the set of focus documents and a second set of additional documents. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20)
-
Specification