Generating Examples From CLI Usage: Can Transformers Help?. (arXiv:2204.12648v1 [cs.SE])

Continuous evolution in modern software often causes documentation,
tutorials, and examples to be out of sync with changing interfaces and
frameworks. Relying on outdated documentation and examples can lead programs to
fail or be less efficient or even less secure. In response, programmers need to
regularly turn to other resources on the web such as StackOverflow for examples
to guide them in writing software. We recognize that this inconvenient,
error-prone, and expensive process can be improved by using machine learning …

arxiv cli examples transformers