Website for "A Survey of Machine Learning for Big Code and Naturalness"
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Updated
Aug 20, 2024 - CSS
Website for "A Survey of Machine Learning for Big Code and Naturalness"
Python library for calculating the mean opinion score and 95% confidence interval of the standard deviation of text-to-speech ratings according to Ribeiro et al. (2011).
Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)
Code and data for "On the Naturalness of Hardware Descriptions" in ESEC/FSE'20
Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness in Fennoscandia with Confidence
we use activation maximization and GANs to discover patterns that contributes to the concept of naturalness in satellite imagery
extracts business-logic code locations.
java n-gram cross-entropy (naturalness) calculation on the line level of granularity.
java code naturalness calculation via n-gram language models.
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