Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer. (arXiv:2208.11523v1 [cs.SE])

Stack Overflow is one of the most popular programming communities where
developers can seek help for their encountered problems. Nevertheless, if
inexperienced developers fail to describe their problems clearly, it is hard
for them to attract sufficient attention and get the anticipated answers. We
propose M$_3$NSCT5, a novel approach to automatically generate multiple post
titles from the given code snippets. Developers may use the generated titles to
find closely related posts and complete their problem descriptions. M$_3$NSCT5
employs the CodeT5 …

arxiv generation sampling stack stack overflow transformer