A Primer on Large Language Models and their Limitations

Sandra Johnson, David Hyland-Wood
12/3/2024
cs.CLcs.AI

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Abstract

This paper provides a primer on Large Language Models (LLMs) and identifies their strengths, limitations, applications and research directions. It is intended to be useful to those in academia and industry who are interested in gaining an understanding of the key LLM concepts and technologies, and in utilising this knowledge in both day to day tasks and in more complex scenarios where this technology can enhance current practices and processes.

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Cite this paper

@article{johnson2024primer,
  title  = {A Primer on Large Language Models and their Limitations},
  author = {Sandra Johnson and David Hyland-Wood},
  year   = {2024},
  eprint = {2412.04503},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2412.04503v1}
}

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