Preprint Open access
C-HAT-Bench: Benchmarking Chinese AI-Text Detection Beyond Fully Generated Text
Large Language Models (LLMs) increasingly participate in writing by modifying or extending human drafts, causing machine involvement to vary in both form and extent. Yet most Machine-Generated Text (MGT) detectors are evaluated only on fully human-written versus fully AI-generated text. Because human--AI collaboration …