RESUBMIT of #880-1889, “A Neurosymbolic Approach to Counterfactual Fairness” Dear NAI reviewers, Thank you very much for considering our paper and the helpful reviews. We submit a new version of the paper which addresses the points you have noted in your reviews. As per the revision submission instructions, we give more details about the changes in the file uploaded under "supplementary files”. We kindly ask you to still consider this submission as under the "Special Issue on NeSy 2025" of the NAI journal. Best regards, Xenia Heilmann, Chiara Manganini, Mattia Cerrato, Leonhard Kestel and Vaishak Belle