@inproceedings{dhurandhar-etal-2024-neuroprune, title = "{N}euro{P}rune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models", author = "Dhurandhar, Amit and Pedapati, Tejaswini and Luss, Ronny and Dan, Soham and Lozano, Aurelie and Das, Payel and Kollias, Georgios", editor = "Ku, Lun-Wei and Martins, Andre and Srikumar, Vivek", booktitle = "Findings of the Association for Computational Linguistics: ACL 2024", month = aug, year = "2024", address = "Bangkok, Thailand", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2024.findings-acl.142/", doi = "10.18653/v1/2024.findings-acl.142", pages = "2416--2430" }