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Character-stream perplexity asymmetry analysis on English corpus

0.0033Delta (Δ)n-gram model with Laplace smoothing
0.0022480.0093490.016450.023551Mar 26, 2026

Evaluation results

MethodLinks
n-gram model with Laplace smoothingn=42026.030.00330.0034—
n-gram model with Laplace smoothingn=32026.030.01320.0136—
n-gram model with Laplace smoothingn=22026.030.02960.0306—