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UniXcoder: Unified Cross-Modal Pre-training for Code Representation , author= · 2022

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cs.CL 1

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2026 1

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Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection

cs.CL · 2026-05-02 · unverdicted · novelty 3.0

Fine-tuning CodeBERT, GraphCodeBERT, UniXcoder and CodeT5+ with augmentation, cross-validation and ensembling yields macro-F1 of 0.737 on binary human-vs-AI code detection and 0.422 on 11-class model attribution in SemEval-2026 Task 13.

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  • Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection cs.CL · 2026-05-02 · unverdicted · none · ref 3

    Fine-tuning CodeBERT, GraphCodeBERT, UniXcoder and CodeT5+ with augmentation, cross-validation and ensembling yields macro-F1 of 0.737 on binary human-vs-AI code detection and 0.422 on 11-class model attribution in SemEval-2026 Task 13.