Corpus ID: 201645059

Training Optimus Prime, M.D.: Generating Medical Certification Items by Fine-Tuning OpenAI's gpt2 Transformer Model

@article{Davier2019TrainingOP,
  title={Training Optimus Prime, M.D.: Generating Medical Certification Items by Fine-Tuning OpenAI's gpt2 Transformer Model},
  author={Matthias von Davier},
  journal={ArXiv},
  year={2019},
  volume={abs/1908.08594}
}
  • Matthias von Davier
  • Published in ArXiv 2019
  • Computer Science
  • This article describes new results of an application using transformer-based language models to automated item generation, an area of ongoing interest in the domain of certification testing as well as in educational measurement and psychological testing. OpenAI's gpt2 pre-trained 345M parameter language model was retrained using the public domain text mining set of PubMed articles and subsequently used to generate item stems (case vignettes) as well as distractor proposals for multiple-choice… CONTINUE READING

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