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bats

BATS, an unsupervised learning based system to predict patch correctness by checking patch Behaviour Against failing Test Specification.

chatgpt-study

coming

A tool for mining commits from Git repositories and diffs to automatically extract code change pattern instances and features with ast analysis

defectrepairing

A tool for identifying patch correctness in test-based program repair

dl4patchcorrectness

haoyetiancoder.github.io

lx4musicrecommendation

LX (Logistic regression + XGBoost), a hybrid model to recommend music by integrating logistic regression and XGBoost algorithms.

panther

A patch correctness predicting framework

quatrain

Quatrain(Question Answering for Patch Correctness Evaluation), a supervised learning approach that exploits a deep NLP model to classify the relatedness of a bug report with a patch description.