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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Jamil Ahmad

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Open access Jul 2026

From Bug Reports to Code Quality: A Transformer-Based Classification Approach Using CodeBERT

A transformer-based classification framework that fine-tunes CodeBERT on a balanced dataset of 25,000+ bug-report segments drawn from four Apache projects is proposed and CodeBERT is the best-performing transformer in this comparison.

Kanwal Naz, Imran Shafi, M. Z. Mehmood et al. · 0 citations

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