Transfer learning with BERT models classifies quantum software engineering challenges from Stack Overflow posts into six categories at 95% average accuracy, outperforming traditional ML baselines by 6% and adding SHAP interpretability.
What kind of questions do developers ask on stack overflow? a comparison of automated approaches to classify posts into question categories
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An Improved Quantum Software Challenges Classification Approach using Transfer Learning and Explainable AI
Transfer learning with BERT models classifies quantum software engineering challenges from Stack Overflow posts into six categories at 95% average accuracy, outperforming traditional ML baselines by 6% and adding SHAP interpretability.