@inproceedings{e9c8c03284f44da195ba2344edc79a14,
title = "Knowledge Bases and Language Models: Complementing Forces",
abstract = "Large language models (LLMs), as a particular instance of generative artificial intelligence, have revolutionized natural language processing. In this invited paper, we argue that LLMs are complementary to structured data repositories such as databases or knowledge bases, which use symbolic knowledge representations. Hence, the two ways of knowledge representation will likely continue to co-exist, at least in the near future. We discuss ways that have been explored to make the two approaches work together, and point out opportunities and challenges for their symbiosis.",
keywords = "Databases, Knowledge Bases, Large Language Models",
author = "Fabian Suchanek and Luu, \{Anh Tuan\}",
note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023 ; Conference date: 18-09-2023 Through 20-09-2023",
year = "2023",
month = jan,
day = "1",
doi = "10.1007/978-3-031-45072-3\_1",
language = "English",
isbn = "9783031450716",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "3--15",
editor = "Anna Fensel and Ana Ozaki and Dumitru Roman and Ahmet Soylu",
booktitle = "Rules and Reasoning - 7th International Joint Conference, RuleML+RR 2023, Proceedings",
}