Writing Style Mimicry Verification System

An approach to transferring a person's unique writing style onto an arbitrary paragraph of text using LLaMA generative AI, and verifiying its accuracy using a fine-tuned BERT classifier using the Blog Authorship Corpus.

LLaMA model: meta-llama/Llama-3.2-3B-instruct

BERT Classifier Accuracy: 77%

Results

Style Transfer Accuracy: 26.5%

Content Preservation: 80%

References

Blog Authorship Corpus

LLaMA Model

BERT Classifer