Knowledge Graphs, Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudio D'Amato, Heiko Ebner, Jorge E. G. Lopez, Sabrina Kirrane, Marko Krötzsch, Jose E. Labra Gayo, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Simon Razniewski, Ralph Schaefermeier, Sebastian Schmidt, Michael Strohmaier, and Anna Tordai, 2021 (MIT Press) - A foundational book offering an in-depth introduction to the principles, technologies, and applications of knowledge graphs.
Toolformer: Language Models That Can Use Tools, Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom, 2023arXiv preprint arXiv:2302.04761DOI: 10.48550/arXiv.2302.04761 - Introduces a method for teaching large language models to use external tools, which is directly applicable to agents interacting with structured memory systems like knowledge graphs and relational databases.