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A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

Ml4code.github.io ⭐ 283

Website for "A Survey of Machine Learning for Big Code and Naturalness"

Convolutional Attention ⭐ 100

Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper

Code Transformer ⭐ 95

Implementation of the paper "Language-agnostic representation learning of source code from structure and context".

Tree-based Autofolding Software Summarization Algorithm

Extreme Summarization Of Source Code ⭐ 8

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText

Time Segmented Evaluation ⭐ 6

Code and data for "Impact of Evaluation Methodologies on Code Summarization" in ACL 2022.

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