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English Teaching , year =

Ishikawa, Shin'ichiro , title = · DOI 10.15858/engtea.74.4.201912.153

1 Pith paper cite this work. Polarity classification is still indexing.

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Pangram 4 Technical Report

cs.CL · 2026-07-29 · conditional · novelty 5.0

Pangram 4 is a commercial MoE-based detector claiming 0.9916 AUROC, 0.0041% FPR, 0.3396% FNR, plus tokenwise human/AI-assisted/AI-generated labels and humanizer detection.

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  • Pangram 4 Technical Report cs.CL · 2026-07-29 · conditional · none · ref 64

    Pangram 4 is a commercial MoE-based detector claiming 0.9916 AUROC, 0.0041% FPR, 0.3396% FNR, plus tokenwise human/AI-assisted/AI-generated labels and humanizer detection.