Source Code Representations of Deep Learning for Program Repair
Code-DKT's code extraction component is based on the code2vec model, but adds score to the attention mecha- nism to assign weights to code paths ...
ELPIS: Graph-Based Similarity Search for Scalable Data ScienceUsing the above trained ?code2vec? model, the code vectors for every function present inside a dataset, such as the Draper VDISC dataset ... codetrek: flexible modeling of code using - Penn CISWe introduce a novel approach to source code representation to be used in combination with neural networks. Such a representation is designed to permit the ... A Learnable Representation of Code Semantics - NIPS papersIt can be seen that the code2vec model recently proposed by [2] cannot be trained satisfactorily on any of the three datasets. This is due to ...
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