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06/27/2022
DeepPERF: A Deep Learning-Based Approach For Improving Software Performance
Improving software performance is an important yet challenging part of t...
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04/27/2022
Generating Examples From CLI Usage: Can Transformers Help?
Continuous evolution in modern software often causes documentation, tuto...
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01/30/2022
Training and Evaluating a Jupyter Notebook Data Science Assistant
We study the feasibility of a Data Science assistant powered by a sequen...
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09/17/2021
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
Statistical language modeling and translation with transformers have fou...
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08/06/2021
Distilling Transformers for Neural Cross-Domain Search
Pre-trained transformers have recently clinched top spots in the gamut o...
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05/19/2021
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons
The joint task of bug localization and program repair is an integral par...
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10/07/2020
PyMT5: multi-mode translation of natural language and Python code with transformers
Simultaneously modeling source code and natural language has many exciti...
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04/30/2019
