Challenges and Applications of Large Language Models

Jean Kaddour, Harris, Maximilian Mozes, Herbie Bradley, Roberta Raileanu, Robert McHardy

Challenges and Applications of Large Language Models: 51 upvotes on Hugging Face Daily Papers, #1 of 10 papers on 2023-07-20. Day-by-day upvote history.

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.

Paper page on Hugging Face · arXiv

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