Source code summarization involves creating brief descriptions of source code in natural
language. These descriptions are a key component of software documentation such as …

Code comments are key to program comprehension. When they are not consistent with the
code, maintenance is hindered. Yet developers often forget to update comments along with …

Source code summarization is the task of creating short, natural language descriptions of
source code. Code summarization is the backbone of much software documentation such as …

In source code search, a common information-seeking strategy involves providing a short
initial query with a broad meaning, and then iteratively refining the query using terms …

API search involves finding components in an API that are relevant to a programming task.
For example, a programmer may need a function in a C library that opens a new network …

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 prediction …

在软件的开发和维护过程中, 与代码对应的注释经常存在缺失, 不足或者与代码实际内容不匹配
等问题, 但手工编写代码注释对开发人员来说费时费力, 且注释质量难以保证 …

Source code summarization is the task of generating a high-level natural language
description for a segment of programming language code. Current neural models for the …

Software reverse engineering is the problem of understanding the behavior of a program
without access to its source code. Since there is no source code, analysts must use the …

Software documentation largely consists of short, natural language summaries of the
subroutines in the software. These summaries help programmers quickly understand what a …