49 citations · 89 across the 20 of their papers we have counts for
3 papers · 1 filter
Multilingual Code Co-Evolution Using Large Language Models
Jiyang Zhang, Pengyu Nie, Junyi Jessy Li +1
Many software projects implement APIs and algorithms in multiple programming languages. Maintaining such projects is tiresome, as developers have to ensure that any change (e.g., a…
pytest-inline: An Inline Testing Tool for Python
Yu Liu, Zachary Thurston, Alan Han +3
We present pytest-inline, the first inline testing framework for Python. We recently proposed inline tests to make it easier to test individual program statements. But, there is no…
Learning Deep Semantics for Test Completion
Pengyu Nie, Rahul Banerjee, Junyi Jessy Li +2
Writing tests is a time-consuming yet essential task during software development. We propose to leverage recent advances in deep learning for text and code generation to assist dev…