✍️ Neural Humanizer
Transform AI-generated text into natural, human-like language with precision, style, and control.
Input Text
🚀 Transform Text
🔄 Clear
Humanized Output
Semantic Similarity & Status
Content Similarity (%)
Status
Given Input Text Analysis
Detected Content Type
Model Confidence (%)
Humanized Text Analysis
Detected Content Type
Model Confidence (%)
🎛️ Pipeline Configuration
Stage Selection
▼
Stage 1: Paraphrasing (T5)
Stage 2: Lexical Diversification
Stage 3: Discourse Enrichment
Stage 4: Structural Variation
Stage 1: Paraphrasing Parameters
▼
Temperature
↺
0.1
2
Top-p
↺
0.1
1
Num Beams
↺
1
10
Max Length
↺
128
1024
Repetition Penalty
↺
1
2
Length Penalty
↺
0.5
2
Stage 2: Synonym Replacement Parameters
▼
Replacement Probability
↺
0
1
Min Word Length
↺
2
8
Max Synonyms
↺
1
10
Stage 3: Academic Discourse Parameters
▼
Hedge Probability
↺
0
0.5
Booster Probability
↺
0
0.5
Connector Probability
↺
0
0.5
Starter Probability
↺
0
0.3
Stage 4: Sentence Structure Parameters
▼
Split Probability
↺
0
1
Merge Probability
↺
0
1
Min Split Length (words)
↺
10
40
Max Merge Length (words)
↺
5
20