%0 Conference Proceedings %T NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models %A Dhurandhar, Amit %A Pedapati, Tejaswini %A Luss, Ronny %A Dan, Soham %A Lozano, Aurelie %A Das, Payel %A Kollias, Georgios %Y Ku, Lun-Wei %Y Martins, Andre %Y Srikumar, Vivek %S Findings of the Association for Computational Linguistics: ACL 2024 %D 2024 %8 August %I Association for Computational Linguistics %C Bangkok, Thailand %F dhurandhar-etal-2024-neuroprune %R 10.18653/v1/2024.findings-acl.142 %U https://aclanthology.org/2024.findings-acl.142/ %U https://doi.org/10.18653/v1/2024.findings-acl.142 %P 2416-2430