AUTOMATIC CODE GENERATION VIA NATURAL LANGUAGE PROCESSING

Patent №

US 7,765,097

Granted

2010-07-27

Filed 2006

Owner

INTUIT INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11385319

A method for automatic code generation that includes obtaining a parse tree, wherein the parse tree represents at least one instruction and wherein the instruction is in a natural language, and wherein the at least one instruction is free-form, determining a plurality of sentence subparts from the parse tree, creating at least one instantiated concept for each of the plurality of sentence subparts, inserting the instantiated concept in an instantiated concept map, traversing the instantiated concept map, wherein traversing the instantiated concept map includes for each instantiated concept in the instantiated concept map obtaining a code output rule according to the instantiated concept, and outputting code according to the code output rule be completed upon finalization of claims.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.89
Planning0.86
Speech0.00
Vision0.00
Evolutionary computation0.00

Ownership

INTUIT INC.

assignment · 177030123

Assignors

YU, JAY JIE-BING, FLEMING, ADAM M.

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

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