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US Patent 11379190 Deep learning enhanced code completion system

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Patent
Patent

Patent attributes

Patent Applicant
Microsoft
Microsoft
Current Assignee
Microsoft
Microsoft
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11379190
Date of Patent
July 5, 2022
Patent Application Number
17233527
Date Filed
April 18, 2021
Patent Citations
‌
US Patent 10671355 Code completion with machine learning
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US Patent 10268671 Generating parse trees of text segments using neural networks
‌
US Patent 10318882 Optimized training of linear machine learning models
‌
US Patent 10423410 Source code rules verification method and system
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US Patent 10481879 Code development using continued machine learnings
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US Patent 10754645 Displaying results of a codebase analysis service
Patent Primary Examiner
‌
Francisco J Aponte
CPC Code
‌
G06F 8/33
‌
G06N 3/0472

A code completion tool uses a deep learning model to predict the likelihood of a method completing a method invocation. In one aspect, the deep learning model is a LSTM trained on features that represent the syntactic context of a method invocation derived from an abstract tree representation of the code fragment.

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