A Controlled Comparison of AI Text Humanizers on Academic Writing
Eleven AI humanizers, 48 academic texts, 432 outputs scored on detection, meaning, terminology and citation retention. TextPulse leads in detector pass rate while preserving semantic faithfulness, key terms, and citations.
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