May 26, 2021 · We present BugLab, an approach for self-supervised learning of bug detection and repair. BugLab co-trains two models: (1) a detector model that learns to ...
Jun 10, 2024 · Towards addressing this, we present BUGLAB, an approach for self-supervised learning of bug detection and repair. BUGLAB co-trains two models: ( ...
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In this work, we propose BUGLAB, a self-supervised approach that trains robust bug detectors by co-training a bug selector that learns to create hard-to-detect ...
This is the reference code to replicate the research in Self-Supervised Bug Detection and Repair in NeurIPS 2021. Note that due to internal dependencies, ...
Nov 9, 2021 · Learn to detect a variety of bugs in source code by asking two models to play a hide-and-seek game: one model inserts a bug, the other tries to find it.
Dec 31, 2021 · Here is a quick read: Microsoft's Self-Supervised Bug Detection and Repair Approach Betters Baselines By Up to 30%. The code and PyPIBugs ...
Nov 16, 2021 · In this work, we propose BUGLAB, a self-supervised approach that trains robust bug detectors by co-training a bug selector that learns to create ...
Machine Learning for Code. Learned program analyses. Bug detection & repair. Building blocks for learning-to-reason over code.
Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021 - neurips21-self-supervised-bug-detection-and-repair/Dockerfile at main ...
Self-Supervised Bug Detection and Repair. Miltiadis Allamanis, Henry Jackson-Flux, Marc Brockschmidt. Microsoft Research, Cambridge, UK. Page 2. https://github ...