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04/03/2023
RunBugRun – An Executable Dataset for Automated Program Repair
Recently, we can notice a transition to data-driven techniques in Automa...
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12/18/2022
JEMMA: An Extensible Java Dataset for ML4Code Applications
Machine Learning for Source Code (ML4Code) is an active research field i...
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12/06/2022
Codex Hacks HackerRank: Memorization Issues and a Framework for Code Synthesis Evaluation
The Codex model has demonstrated extraordinary competence in synthesizin...
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11/06/2021
Automatic Program Repair with OpenAI's Codex: Evaluating QuixBugs
OpenAI's Codex, a GPT-3 like model trained on a large code corpus, has m...
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08/25/2021
What do pre-trained code models know about code?
Pre-trained models of code built on the transformer architecture have pe...
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06/29/2021
Making the most of small Software Engineering datasets with modern machine learning
This paper provides a starting point for Software Engineering (SE) resea...
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03/02/2021
Mining Software Repositories with a Collaborative Heuristic Repository
Many software engineering studies or tasks rely on categorizing software...
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10/07/2020
Empirical Standards for Software Engineering Research
Empirical Standards are natural-language models of a scientific communit...
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03/17/2020
Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code
Statistical language modeling techniques have successfully been applied ...
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04/03/2019