Empirical findings

Empirical findings of RQ3

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18 PLC Issues Repored to ML libraries.

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PLC Issues Identified in 309 Real Pipelines

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GitHub and Hugging Face pipelines.

Click for more details about real pipelines collected from GitHub and Hugging Face .

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We provide a list of PLC issues captured by us in real-world pipelines and popular ML libraries.

1. Go to Empirical Findings page
2. Select a bug and click on reproduce result link.
3. You can find the reproduction results of each version and the related reproduction code.