Abstract: Currently, the most dominant neural code generation modelsare often equipped with a tree-structured LSTM decoder, which outputs a sequence of actions to construct an Abstract Syntax Tree ...
I am a PhD student using CodeBLEU in my research on code generation evaluation. I noticed a discrepancy between the numbers reported in the paper and the results obtained using the official GitHub ...
Abstract: Over the past decade, the application of deep learning in code clone detection has produced remarkable results. However, the current approaches have two limitations: (a) code representation ...
In the broad context of vulnerability detection, deep learning has achieved considerable progress but faces generalization challenges in multilingual environments . We introduce a novel approach named ...
The vlookup formula is a common business tool used to refer to data in one spreadsheet and retrieve data that matches what we are looking for. The vlookup formula is a function that searches for a ...
I'd like to open up the discussion of what our various options are for preserving so called "Concrete Syntax" elements in the parse tree format. A simplified definition of "concrete syntax" is any ...
On January 27, 2015, the United States Patent and Trademark Office (USPTO) issued a set of examples for analyzing claims under the abstract idea exception to subject matter patent eligibility. The ...
On January 27, the USPTO provided its promised set of examples of patent-eligible and patent-ineligible claims relating to the abstract idea exception to 35 U.S.C. § 101, in light of Alice Corp. v.
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