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language-models  on July 20, 2023


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Challenges and Applications of Large Language Models. (arXiv:2307.10169v1 [cs.CL])

science

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.

arXiv     Jul 20, 2023