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machine-generated code

11 papers

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Co-occurring keywords · papers mentioning both

stylometric feature (3) large language model (3) distribution shift (3) code generation (3) graph neural network (2) authorship attribution (2) ensemble learning (2) low entropy (1) abstract syntax tree (1) machine-generated text (1)

Papers

ASTraNet at SemEval-2026 Task 13: Not All Code Looks the Same: Multi-View Structural and Semantic Detection of Machine-Generated Code SemEval 2026 CodeHunters at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios SemEval 2026 HyperparameterOmens at SemEval-2026 Task 13: Various approaches to detecting machine- generated code SemEval 2026 LATE-IIMAS at Semeval-2026 Task 13: Evaluating GNNs, PLMs, LLMs, and Stylometry for Automatic Code Identification SemEval 2026 mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code SemEval 2026 MedHastra at SemEval-2026 Task 13: Stylometric Ensembles and Transformer Fine-Tuning for Robust AI Code Detection, Attribution, and Adversarial Analysis SemEval 2026 Team Poznan at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios SemEval 2026 Team Yuvan at SemEval-2026 Task 13: Task-Adaptive Ensemble Strategies for AI-Generated Code Detection SemEval 2026 WWTC@UniA at SemEval-2026 Task 13: BERT-based Code Authorship Detection and Qualitative Analysis SemEval 2026 YNU-HPCC at SemEval-2026 Task 13: Robust Machine-Generated Code Detection under Distribution Shifts SemEval 2026 Who Wrote this Code? Watermarking for Code Generation ACL 2024