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CONKER: CONtrastive knowledge enhanced retrieval for app review bug classification | Synapse
March 3, 2026
CONKER: CONtrastive knowledge enhanced retrieval for app review bug classification
MR
Meysam Roostaee
Mazandaran University of Science and Technology
SF
Seyed Mostafa Fakhrahmad
MS
Mohammad Hadi Sadreddini
Shiraz University
Key Points
Accuracy in bug classification improves with the use of contrastive knowledge algorithms.
The system achieves a notable performance with 85% accuracy on a dataset of app reviews.
Assessment involves natural language processing techniques and machine learning methodologies to enhance retrieval.
This new approach may enable more efficient identification of app-related bugs, providing clearer user feedback.
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Cite This Study
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Roostaee et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75c5dc6e9836116a252f4
https://doi.org/https://doi.org/10.1016/j.infsof.2026.108056