A Survey on Metadata for Machine Learning Models and Datasets: Standards, Practices, and Harmonization Challenges.

@inproceedings{gesese-2025-survey, author = {Genet Asefa Gesese and Zongxiong Chen and Oussama Zoubia and Fidan Limani and Kanishka Silva and Muhammad Asif Suryani and Benjamin Zapilko and Leyla Jael Castro and Ekaterina Kutafina and Dhwani Solanki and Heike Fliegl and Sonja Schimmler and Zeyd Boukhers and Harald Sack}, editor = {Anna Jacyszyn and Andrea Mannocci and Francesco Osborne and Georg Rehm and Angelo A. Salatino and Sonja Schimmler and Lise Stork}, title = {{A Survey on Metadata for Machine Learning Models and Datasets: Standards, Practices, and Harmonization Challenges}}, booktitle = {{Proceedings of the 5th International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment co-located with 24th International International Semantic Web Conference (ISWC 2025), Nara, Japan, November 2, 2025}}, series = {CEUR Workshop Proceedings}, volume = {4065}, pages = {57--71}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4065/paper05.pdf} }