1480 patents
Page 2 of 74
Utility
Industry-profile service for fraud detection
2 Jan 24
Techniques for detecting fraud may include obtaining a merchant's financial data; determining, via a machine learning model, a first prediction of the merchant's industry; generating a first probability matrix based on the first prediction and the declared information regarding the merchant's industry; determining, via the machine learning model, a second prediction of the merchant's industry; generating a second probability matrix based on the second prediction and the declared information regarding the merchant's industry; obtaining a declared industry of a subject merchant in a runtime environment; determining, via the machine learning model, a predicted industry for the subject merchant; obtaining, based on the declared industry and the predicted industry of the subject merchant, a first value from the first probability matrix and a second value from the second probability matrix; and labeling the subject merchant for further investigation.
Sheer Dangoor, Aviv Ben Arie, Yair Horesh
Filed: 27 Jul 22
Utility
Methods systems and articles of manufacture for efficiently calculating a tax return in a tax return preparation application
2 Jan 24
Methods, systems and articles of manufacture for efficiently calculating an electronic tax return, such as within a tax return preparation system.
Gang Wang, Kevin M. McCluskey, David A. Hanekamp, Jr., Steven J. Atkinson, Alberto Garcia, Ganesh Bhat, Alex G. Balazs
Filed: 8 Oct 18
Utility
Systems and methods for training an information extraction transformer model architecture
2 Jan 24
Certain aspects of the disclosure provide systems and methods for training an information extraction transformer model architecture directed to pre-training a first multimodal transformer model on an unlabeled dataset, training a second multimodal transformer model on a first labeled dataset to perform a key information extraction task processing the unlabeled dataset with the second multimodal transformer model to generate pseudo-labels for the unlabeled dataset, training the first multimodal transformer model based on a second labeled dataset comprising one or more labels, the pseudo-labels generated, or combinations thereof to generate a third multimodal transformer model, generating updated pseudo-labels based on label completion predictions from the third multimodal transformer model, and training the third multimodal transformer model using a noise-aware loss function and the updated pseudo-labels to generate an updated third multimodal transformer model.
Karelia Del Carmen Pena Pena, Tharathorn Rimchala, Peter Lee Frick, Tak Yiu Daniel Li
Filed: 10 Apr 23
Utility
Methods and systems for generating recommendations based on explainable decision trees for users of a software application
2 Jan 24
Certain aspects of the present disclosure provide techniques for training decision trees representing users of a software application.
Yair Horesh
Filed: 21 Mar 22
Utility
Mapping natural language utterances to operations over a knowledge graph
2 Jan 24
Certain aspects of the present disclosure provide techniques for processing natural language utterances in a knowledge graph.
Sricharan Kallur Palli Kumar, Cynthia Joann Osmon, Conrad De Peuter, Roger C. Meike, Gregory Kenneth Coulombe, Pavlo Malynin
Filed: 15 Apr 20
Utility
Learn to extract from syntax tree
2 Jan 24
A system deploying a machine learning technique that utilizes known code graph and abstract syntax tree pairs for known JSON objects to learn a function for predicting a corresponding abstract syntax tree from a new JSON object.
Itay Margolin, Yair Horesh
Filed: 28 Jul 23
Utility
Supervised machine learning algorithm application for image cropping and skew rectification
2 Jan 24
Systems and methods here may be used for pre-processing images, including using a computer for receiving a pixelated image of a paper document of an original size, downscaling the received pixelated image, employing a neural network algorithm to the downscaled image to identify four corners of the paper document in the received pixelated image, re-enlarging the downscaled image to the original size, identifying each of four corners of the paper document in the pixelated image, determining a quadrilateral composed of lines that intersect at four angles at the four corners of the paper document in the pixelated image, defining a projective plane of the pixelated image, and determining an inverse transformation of the pixelated image to transform the projective plane quadrilateral into a right angled rectangle.
Terrence J. Torres
Filed: 4 Oct 21
Utility
Dynamic Schema Mapping Between Microservices
28 Dec 23
Disclosed dynamic schema mapping systems and methods monitor network traffic between different microservices and train mapping models based on the monitored network traffic using unsupervised training.
Ranadeep BHUYAN, Piyush SHRIVASTAVA, Vikram MANDYAM, Narsimha Raju CHIGULLAPALLY
Filed: 28 Jun 22
Utility
Assessment of User Price Sensitivity
28 Dec 23
Systems and methods for assessment of user price sensitivity using a predictive model are disclosed.
Prateek ANAND
Filed: 28 Jun 22
Utility
Attribute Selection for Matchmaking
28 Dec 23
Methods and systems for assisting entities with improving the effectiveness of their profiles are disclosed.
Krishna KOLLI
Filed: 7 Sep 23
Utility
Matching Validation
21 Dec 23
Matching validation includes obtaining a candidate match between a target entity and a candidate application user and filtering multiple transaction records of multiple application users to obtain a subset of the transaction records each involving a transaction with the target entity.
Hadar LACKRITZ, Natalie BAR ELIYAHU, Yaakov TAYEB, Sigalit BECHLER
Filed: 27 May 22
Utility
Modifying Scrolling Behavior with Competing Constraint Priorities In Landscape and Portrait Modes
21 Dec 23
A method including receiving a command to display a modal dialog.
Jerome Parker Lane, Cindy Chen, Jing Jing Wu, Bill Clarke
Filed: 30 Nov 22
Utility
Data Drift Detection Between Data Storage
14 Dec 23
A method for detecting data drift between a first database and a second database involves obtaining (from the first database) and based on a change data capture (CDC) event generated in response to a change detected in the first database, a first record identified by the CDC event, obtaining (from the second database) a second record corresponding to the first record, transforming a data structure of the first record from the first database to the data structure of the second database generating a transformed record, and based on determining that a difference between the first record and a second record exists, reporting a presence of data drift.
Raymond Chan, Suresh Muthu
Filed: 31 May 22
Utility
Ensemble model for entity resolution in matching problems using classification, subarea, NLP and subarea NLP machine learning models
12 Dec 23
Systems and methods for matching entities to target objects using an ensemble model are disclosed.
Natalie Bar Eliyahu, Noga Noff, Omer Wosner, Yair Horesh
Filed: 21 Nov 22
Utility
End to End Trainable Document Extraction
7 Dec 23
A processor may receive an image and identify a plurality of characters in the image using a machine learning (ML) model.
Dominic Miguel ROSSI, Xiao Xiao
Filed: 22 Aug 23
Utility
Extracting Content from Freeform Text Samples into Custom Fields In a Software Application
7 Dec 23
Certain aspects of the present disclosure provide techniques for training and using a machine learning model to extract relevant textual content for custom fields in a software application from freeform text samples.
Naveen Kumar KAVETI, Shrutendra HARSOLA, Poorvi AGRAWAL, Vikas RATURI
Filed: 22 Aug 23
Utility
Machine learning pipeline for document image quality detection and correction
5 Dec 23
A computing system receives, from a client device, an image of a content item uploaded by a user of the client devices.
Saisri Padmaja Jonnalagedda, Xiao Xiao
Filed: 28 Dec 22
Utility
System and method for spatial encoding and feature generators for enhancing information extraction
5 Dec 23
A system and method for extracting data from a piece of content using spatial information about the piece of content.
Tharathorn Rimchala
Filed: 1 Feb 19
Utility
Entity Extraction with Encoder Decoder Machine Learning Model
30 Nov 23
A method includes executing an encoder machine learning model on multiple token values contained in a document to create an encoder hidden state vector.
Tharathorn Rimchala, Peter Frick
Filed: 30 Nov 22
Utility
Clickstream Processing for Intelligent Routing
30 Nov 23
A processor may obtain historic clickstream data indicating a plurality of interactions with a user interface (UI) by a plurality of users.
Tomer TAL, Prarit LAMBA, Clifford Green, Xiaoyu ZENG, Neo YUCHEN, Andrew MATTARELLA-MICKE
Filed: 31 May 22