A transformer-based pipeline that fine-tunes a sentence-embedding model on stack traces and ranks duplicate crash reports outperforms prior baselines on four datasets.
S3m: Siamese stack (trace) similarity mea- sure,
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Stack Trace-Based Crash Deduplication with Transformer Adaptation
A transformer-based pipeline that fine-tunes a sentence-embedding model on stack traces and ranks duplicate crash reports outperforms prior baselines on four datasets.