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cs.AI2023
Statement-based Memory for Neural Source Code Summarization
Aakash Bansal, Siyuan Jiang, Sakib Haque +1
Source code summarization is the task of writing natural language descriptions of source code behavior. Code summarization underpins software documentation for programmers. Short d…
cs.SE2023
Label Smoothing Improves Neural Source Code Summarization
Sakib Haque, Aakash Bansal, Collin McMillan
Label smoothing is a regularization technique for neural networks. Normally neural models are trained to an output distribution that is a vector with a single 1 for the correct pre…