Challenges and Applications of Large Language Models

Jean Kaddour, Joshua Harris, Maximilian Mozes, Herbie Bradley, Roberta Raileanu +1 more
7/19/2023
cs.CLcs.AIcs.LG

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Abstract

Large Language Models (LLMs) went from non-existent to ubiquitous in the machine learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify the remaining challenges and already fruitful application areas. In this paper, we aim to establish a systematic set of open problems and application successes so that ML researchers can comprehend the field's current state more quickly and become productive.

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Cite this paper

@article{kaddour2023challenges,
  title  = {Challenges and Applications of Large Language Models},
  author = {Jean Kaddour and Joshua Harris and Maximilian Mozes and Herbie Bradley and Roberta Raileanu and Robert McHardy},
  year   = {2023},
  eprint = {2307.10169},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2307.10169v1}
}

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