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Dawid Siera

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Open access 2026

Team Poznan at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios

Experimental results demonstrate that the GNN-based structural analysis outperforms standalone stylistic and transformer-based base-lines across all subtasks, particularly in multi-class and adversarial settings.

Dawid Siera, Anatol Kaczmarek, Wiktor Kamzela et al. · 0 citations

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