大型语言模型的挑战与应用

摘要

在机器学习领域，大型语言模型（LLMs）在短短几年内从不存在变得无处不在。由于该领域发展迅速，很难确定尚存的挑战和已经取得成果的应用领域。本文旨在建立一套系统的开放问题和应用成功案例，以便让机器学习研究人员更快地了解该领域的当前状态并提高工作效率。

English

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.

大型语言模型的挑战与应用

Challenges and Applications of Large Language Models

摘要

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