AI-Written Text Dataset

A comprehensive collection of AI-written text characteristics, detection patterns, and analysis metrics for evaluating content authenticity and quality.

Pattern CharacteristicsDetectionAnalysisModelsMitigationExamples
Repetitive Phrase Structure
Structural85% confidence
Consistent and predictable sentence patterns
Similar sentence lengths
Repetitive transitions
Frequency: 75%
Accuracy: 88%
FP: 12%
FN: 15%
Tools: GPTZero, Originality.ai
Phrase repetition
Structure similarity
Correlation: 78%
Affected:
GPT-3
GPT-4
Claude
Trend: Decreasing pattern presence
Sentence variation
Style mixing
Effectiveness: 70%
GPT-3:
Example of repetitive structure...
85% detection rate
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