METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO GENERATE CODE SEMANTICS

Methods, apparatus, systems and articles of manufacture are disclosed for generating code semantics. An example apparatus includes a concept controller to assign semantic labels to repository data to generate a training set, the semantic labels stored in a first semantic graph, the training set incl...

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Bibliographische Detailangaben
Hauptverfasser: Iyer, Roshni G, Hasabnis, Niranjan, Gottschlich, Justin, Baca, Jim, Tarango, Joseph
Format: Patent
Sprache:eng
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Zusammenfassung:Methods, apparatus, systems and articles of manufacture are disclosed for generating code semantics. An example apparatus includes a concept controller to assign semantic labels to repository data to generate a training set, the semantic labels stored in a first semantic graph, the training set including a first code block associated with a first semantic label and a second code block associated with a second semantic label, a concept determiner to generate a first block embedding based on the first code block and a second block embedding based on the second code block, a graph generator to link the first block embedding to the second block embedding to form a second semantic graph, and a graph parser to output at least one of the first code block or the second code block corresponding to a query based on the second semantic graph.