Machine LearningLarge Language ModelsArtificial Intelligence
University College LondonUK Health Security AgencyEleutherAIUniversity of CambridgeStability AIMeta AI ResearchInstaDeep
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.
Jean KaddourJoshua HarrisMaximilian MozesHerbie BradleyRoberta RaileanuRobert McHardy