Systems and methods for enriching modeling tools and infrastructure with semantics

DC Merrill, AA Donigian, E Dvir, SJ Kamkar… - US Patent …, 2023 - Google Patents
BACKGROUND Machine learning models undergo a life cycle comprising steps such as:
data preparation, model development, model testing, business analysis and risk …

Metadata classification

CE Hawco, JD Jensen - US Patent 11,630,853, 2023 - Google Patents
US11630853B2 - Metadata classification - Google Patents US11630853B2 - Metadata
classification - Google Patents Metadata classification Download PDF Info Publication …

Natural language processing machine learning frameworks trained using multi-task training routines

S Roy, A Sengupta, M Bridges, A Kumar - US Patent 12,112,132, 2024 - Google Patents
Various embodiments of the present invention provide methods, apparatus, systems,
computing devices, computing entities, and/or the like for performing natural language …

Systems for Generating Indications of Relationships between Electronic Documents

N Modani, VR Patil, IJ Nair, G Verma… - US Patent App. 17 …, 2023 - Google Patents
2021-11-24 Assigned to ADOBE INC. reassignment ADOBE INC. ASSIGNMENT OF
ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: MAURYA …

Generating and providing collections of collaborative content items to teams of user accounts

J Baek, S Andrabi, K Concepcion - US Patent 11,853,968, 2023 - Google Patents
The present disclosure is directed toward systems, methods, and non-transitory computer
readable media for generating and providing team-specific collections of collaborative …

Systems and methods for model fairness

SJ Kamkar, ME Van Veen, F Li, MF Eberstein… - US Patent …, 2024 - Google Patents
BACKGROUND There is a need in the modeling system field to improve fairness in
predictive models. In the field of credit risk modeling, where machine learning models are …

Metadata classification

CE Hawco, JD Jensen - US Patent 11,853,329, 2023 - Google Patents
Abstract Systems and method are disclosed that retrieve data from a data set organized in a
plurality of columns. For each column in the plurality of columns, the systems and method …

Systems and methods for model fairness

SJ Kamkar, ME Van Veen, F Li… - US Patent App. 18 …, 2024 - Google Patents
BACKGROUND There is a need in the modeling system field to improve fairness in
predictive models. In the field of credit risk modeling, where machine learning models are …

Artificial intelligence system for efficient attribute extraction

SG Nayak, SPPV Subramanya, D Nalam… - US Patent …, 2024 - Google Patents
Results of applying a set of voting rules to a target corpus of documents are used to obtain a
set of derived probabilistic labels indicating the probabilities of the presence of a particular …

Automatic Content Labeling

S Cavallari - US Patent App. 18/376,199, 2024 - Google Patents
Techniques are disclosed relating to natural language processing. In some embodiments, a
computer system receives unlabeled content. In some embodiments, the computer system …