Search Results for author: Guillermo Serrato

Found 2 papers, 1 papers with code

Training and Evaluating a Jupyter Notebook Data Science Assistant

1 code implementation30 Jan 2022 Shubham Chandel, Colin B. Clement, Guillermo Serrato, Neel Sundaresan

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 repositories and developing a new metric: Data Science Problems (DSP).

Math

DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons

no code implementations19 May 2021 Dawn Drain, Colin B. Clement, Guillermo Serrato, Neel Sundaresan

The joint task of bug localization and program repair is an integral part of the software development process.

Program Repair

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