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05/02/2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Creating programs to correctly manipulate data is a difficult task, as t...
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03/03/2021
Shipwright: A Human-in-the-Loop System for Dockerfile Repair
Docker is a tool for lightweight OS-level virtualization. Docker images ...
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03/28/2020
A Dataset of Dockerfiles
Dockerfiles are one of the most prevalent kinds of DevOps artifacts used...
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02/08/2020
Learning from, Understanding, and Supporting DevOps Artifacts for Docker
With the growing use of DevOps tools and frameworks, there is an increas...
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02/07/2020
Semantic Robustness of Models of Source Code
Deep neural networks are vulnerable to adversarial examples - small inpu...
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04/27/2019
Enabling Open-World Specification Mining via Unsupervised Learning
Many programming tasks require using both domain-specific code and well-...
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03/18/2018