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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.

Patent No.:

US 12093654 B1

PDFFull Text
Date of Patent:
Sep. 17, 2024

Filed:

Jul. 24, 2022

Code enrichment through metadata for code synthesis

Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventors:

Mehdi Bahrami, San Jose, CA (US);

Wei-Peng Chen, Fremont, CA (US);

Assignee:

FUJITSU LIMITED, Kawasaki, JP;

Attorneys:

Fujitsu Intellectual Property Center

Tiep H. Nguyen

Primary Examiner:

Satish Rampuria

Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 8/30 (2018.01); G06F 8/36 (2018.01); G06F 8/41 (2018.01); G06F 8/65 (2018.01); G06F 8/73 (2018.01); G06F 11/36 (2006.01); G06F 16/951 (2019.01); G06F 18/20 (2023.01); G06F 18/22 (2023.01); G06F 18/23213 (2023.01); G06F 40/166 (2020.01); G06F 40/211 (2020.01); G06F 40/216 (2020.01); G06F 40/242 (2020.01); G06F 40/40 (2020.01); G06F 40/44 (2020.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 8/30 (2013.01); G06F 8/36 (2013.01); G06F 8/42 (2013.01); G06F 8/436 (2013.01); G06F 8/65 (2013.01); G06F 8/73 (2013.01); G06F 11/3624 (2013.01); G06F 16/951 (2019.01); G06F 18/22 (2023.01); G06F 18/23213 (2023.01); G06F 18/285 (2023.01); G06F 40/166 (2020.01); G06F 40/211 (2020.01); G06F 40/216 (2020.01); G06F 40/242 (2020.01); G06F 40/40 (2020.01); G06F 40/44 (2020.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

According to an aspect of an embodiment, operations for code enrichment through metadata for code synthesis are provided. The operations include acquiring package data that include source code files and package metadata. The operations further include extracting additional metadata associated with software package and preparing metadata features based on the package metadata and the additional metadata. The operations further include identifying a set of target portions of a source code included in the source code files and updating one or more source code files using the metadata features. Such files are updated by performing at least one of a revision of existing code comments, and an addition of new code comments for the target portions. The operations further include generating a dataset of natural language (NL) text features and respective code features and training a language model on a sequence-to-sequence generation task.

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