Med-PaLM 1 Language Model

A Med-PaLM 1 Language Model is a medical domain language model that is a Google LLM.

• Context:
  • It is noted for its high performance on medical competency exams, including US Medical Licensing Exam-style questions.
  • It is a Fine-tuned LLM.
  • ...
• Example(s):
  • ...
• Counter-Example(s):
  • Med-PaLM 2:
  • BioBERT, PubMedBERT.
  • BioGPT.
• See: Fine-Tuned Language Models, Medical NLP, Medical Literature.

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References

2022

• (Singhal et al., 2022) ⇒ Karan Singhal, Shekoofeh Azizi, Tao Tu, S Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, and Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Nathaneal Scharli, Aakanksha Chowdhery, Philip Mansfield, Blaise Aguera y Arcas, Dale Webster, Greg S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, and Alvin Rajkomar. (2022). “Large Language Models Encode Clinical Knowledge.” In: arXiv preprint arXiv:2212.13138.

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