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For all target claims whose maximum semantic similarity to any AI claim exceedsτ, we compute the mean of these maximum similarity values

Mean Similarities Above Threshold: For the subset of claims previously identified as having strong overlap with the AI-generated references, this feature captures how strong that o

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Sem-Detect: Semantic Level Detection of AI Generated Peer-Reviews

cs.CL · 2026-05-20 · unverdicted · novelty 6.0

Sem-Detect detects AI-generated peer reviews via semantic claim comparison to multiple AI-generated versions of the same paper, achieving a 25.5% improvement in TPR at 0.1% FPR over baselines on over 20,000 ICLR and NeurIPS reviews.

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  • Sem-Detect: Semantic Level Detection of AI Generated Peer-Reviews cs.CL · 2026-05-20 · unverdicted · none · ref 10

    Sem-Detect detects AI-generated peer reviews via semantic claim comparison to multiple AI-generated versions of the same paper, achieving a 25.5% improvement in TPR at 0.1% FPR over baselines on over 20,000 ICLR and NeurIPS reviews.