The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 22, 2022

Filed:

Jun. 15, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Julian Timothy Dolby, Bronx, NY (US);

Martin Hirzel, Ossining, NY (US);

Kiran A Kate, Chappaqua, NY (US);

Louis Mandel, New York, NY (US);

Avraham Ever Shinnar, Westchester, NY (US);

Kavitha Srinivas, Port Chester, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 8/41 (2018.01); G06N 3/08 (2006.01); G06F 11/36 (2006.01); G06F 8/35 (2018.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06F 8/436 (2013.01); G06F 8/35 (2013.01); G06F 11/3608 (2013.01); G06N 3/08 (2013.01); G06N 3/0445 (2013.01);
Abstract

Embodiments are disclosed for a method. The method includes identifying a prefix updated by a searcher of a machine learning model. The machine learning model is configured to generate source code in a programming language. The method also includes determining whether the prefix violates a semantic correctness property of the programming language. Additionally, the method includes instructing the searcher, in response to the determination, to prune the prefix from a set of prefixes under consideration by the searcher.


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