Challenges and Applications of Large Language Models
168 Citations•2023•
Jean Kaddour, Joshua Harris, Maximilian Mozes
This paper aims 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.
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.