@Article{pan_et_al:TGDK.1.1.2, author = {Pan, Jeff Z. and Razniewski, Simon and Kalo, Jan-Christoph and Singhania, Sneha and Chen, Jiaoyan and Dietze, Stefan and Jabeen, Hajira and Omeliyanenko, Janna and Zhang, Wen and Lissandrini, Matteo and Biswas, Russa and de Melo, Gerard and Bonifati, Angela and Vakaj, Edlira and Dragoni, Mauro and Graux, Damien}, title = {{Large Language Models and Knowledge Graphs: Opportunities and Challenges}}, journal = {Transactions on Graph Data and Knowledge}, pages = {2:1--2:38}, year = {2023}, volume = {1}, number = {1}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.2}, URN = {urn:nbn:de:0030-drops-194766}, doi = {10.4230/TGDK.1.1.2}, annote = {Keywords: Large Language Models, Pre-trained Language Models, Knowledge Graphs, Ontology, Retrieval Augmented Language Models} }