20 citations · 34 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 20 cited
Training and Evaluating a Jupyter Notebook Data Science Assistant
Shubham Chandel, Colin B. Clement, Guillermo Serrato +1
We study the feasibility of a Data Science assistant powered by a sequence-to-sequence transformer by training a new model JuPyT5 on all publicly available Jupyter Notebook GitHub…
cs.SE2021★ 14 cited
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons
Dawn Drain, Colin B. Clement, Guillermo Serrato +1
The joint task of bug localization and program repair is an integral part of the software development process. In this work we present DeepDebug, an approach to automated debugging…