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Paper · arXiv 2307.10169
Challenges and Applications of Large Language Models
Jean Kaddour, Joshua Harris, Maximilian Mozes, Herbie Bradley, Roberta Raileanu, Robert McHardy
51 upvotesJuly 19, 2023arXiv 预印本
Large Language Models (LLMs)discoursetuningpoliciesSynthetic patterns
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.