@inproceedings{ijcai2025p1157, title = {Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era}, author = {Delvecchio, Giovanni Pio and Molfetta, Lorenzo and Moro, Gianluca}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {10418--10426}, year = {2025}, month = {8}, note = {Survey Track}, doi = {10.24963/ijcai.2025/1157}, url = {https://doi.org/10.24963/ijcai.2025/1157}, }