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cs.SE2023★ 1 cited
INSPECT: Intrinsic and Systematic Probing Evaluation for Code Transformers
Anjan Karmakar, Romain Robbes
Pre-trained models of source code have recently been successfully applied to a wide variety of Software Engineering tasks; they have also seen some practical adoption in practice,…
cs.SE2023
Out of Context: How important is Local Context in Neural Program Repair?
Julian Aron Prenner, Romain Robbes
Deep learning source code models have been applied very successfully to the problem of automated program repair. One of the standing issues is the small input window of current mod…