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09/17/2022
Learning to Answer Semantic Queries over Code
During software development, developers need answers to queries about se...
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08/15/2022
A Library for Representing Python Programs as Graphs for Machine Learning
Graph representations of programs are commonly a central element of mach...
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06/26/2021
SpreadsheetCoder: Formula Prediction from Semi-structured Context
Spreadsheet formula prediction has been an important program synthesis p...
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06/19/2020
Neural Program Synthesis with a Differentiable Fixer
We present a new program synthesis approach that combines an encoder-dec...
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12/21/2019
Pre-trained Contextual Embedding of Source Code
The source code of a program not only serves as a formal description of ...
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04/03/2019
Neural Program Repair by Jointly Learning to Localize and Repair
Due to its potential to improve programmer productivity and software qua...
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09/30/2010
Mantis: Predicting System Performance through Program Analysis and Modeling
We present Mantis, a new framework that automatically predicts program p...
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09/16/2010
CloneCloud: Boosting Mobile Device Applications Through Cloud Clone Execution
Mobile applications are becoming increasingly ubiquitous and provide eve...
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02/01/2010