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Evaluating the Efficacy of Hybrid Deep Learning Models in Distinguishing AI-Generated Text

Computation and Language 2024-01-17 v3 Artificial Intelligence Machine Learning

Abstract

My research investigates the use of cutting-edge hybrid deep learning models to accurately differentiate between AI-generated text and human writing. I applied a robust methodology, utilising a carefully selected dataset comprising AI and human texts from various sources, each tagged with instructions. Advanced natural language processing techniques facilitated the analysis of textual features. Combining sophisticated neural networks, the custom model enabled it to detect nuanced differences between AI and human content.

Keywords

Cite

@article{arxiv.2311.15565,
  title  = {Evaluating the Efficacy of Hybrid Deep Learning Models in Distinguishing AI-Generated Text},
  author = {Abiodun Finbarrs Oketunji},
  journal= {arXiv preprint arXiv:2311.15565},
  year   = {2024}
}