TARGET DOCUMENT TEMPLATE GENERATION

Patent №

US 11,222,286

Granted

2022-01-11

Filed 2019

Owner

THE TORONTO-DOMINION BANK

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16442335

To automatically generate a project document, a server in a computing environment receives input documents associated with a project, and extracts a set of features from each input document. The server determines a frequency of the words in each input document and stores the frequencies in relation to the words in the sets of words. The server than applies a document type machine-learned model to a set of words for each input document to infer a document type. The document machine-learned model may be trained using a bag-of-words representation. The server then applies a architecture pattern machine-learned model the set of input documents to determine a target architecture pattern. The server automatically generates a project document for the project based on the document types and inferred architecture pattern.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 20/20G06F 16/93G06F 40/186G06F 40/279G06F 40/56G06N 3/045G06N 3/0464G06N 5/01+1 more

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.96
Vision0.52
Speech0.05
Evolutionary computation0.00

Ownership

THE TORONTO-DOMINION BANK

assignment · 520570860

Assignors

CHOE, MOK, KERIGAN, THOMAS M, ASPRO, SALVATORE, SYROMYATNIKOVA, EVGENIA

On an employer assignment, the assignors are typically the inventors.

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