@Article{damato_et_al:TGDK.1.1.8, author = {d'Amato, Claudia and Mahon, Louis and Monnin, Pierre and Stamou, Giorgos}, title = {{Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges}}, journal = {Transactions on Graph Data and Knowledge}, pages = {8:1--8:35}, 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.1.1.8}, URN = {urn:nbn:de:0030-drops-194824}, doi = {10.4230/TGDK.1.1.8}, annote = {Keywords: Graph-based Learning, Knowledge Graph Embeddings, Large Language Models, Explainable AI, Knowledge Graph Completion \& Curation} }