NeSy 2025 Special issue: "Neuro-LENS: a neuro-symbolic framework integrating incomplete background knowledge and deep learning”, RESUBMIT of 884-1894. Dear Editor and Reviewers, We would like to thank you for your valuable feedback, which has enabled us to improve the original version of the manuscript. We have made changes to reflect the proposed suggestions. Below is a list of the received feedback, along with a description of how we have addressed it. In addition, the entire manuscript has been proofread and edited where necessary to improve the presentation.