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Cross-Source Stylometric Fingerprint Graph (CSFG)

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04:00

2026-08-28

machinebrief.com

artificial-intelligence

Relational Over-Regularization: Graph-Based AI-Generated Text Detection via Sentence Transition Deviation

Researchers propose Relational Over-Regularization (ROR), a sentence-pair-level signal showing LLMs produce inter-sentence transition variance that deviates from human writing, and validate it across …

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arXiv 1 Relational Over-Regularization (ROR) 1

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artificial intelligence 1 machine learning 1 natural language processing 1 ai research 1