Are Representation Disentanglement and Interpretability Linked in Recommendation Models? - A Critical Review and Reproducibility Study.

@inproceedings{dervishaj-2025-representation, author = {Ervin Dervishaj and Tuukka Ruotsalo and Maria Maistro and Christina Lioma}, editor = {Claudia Hauff and Craig Macdonald and Dietmar Jannach and Gabriella Kazai and Franco Maria Nardini and Fabio Pinelli and Fabrizio Silvestri and Nicola Tonellotto}, title = {{Are Representation Disentanglement and Interpretability Linked in Recommendation Models? - A Critical Review and Reproducibility Study}}, booktitle = {{Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part IV}}, series = {Lecture Notes in Computer Science}, volume = {15575}, pages = {31--47}, publisher = {Springer}, year = {2025}, url = {https://doi.org/10.1007/978-3-031-88717-8_4}, doi = {https://doi.org/10.1007/978-3-031-88717-8_4} }