WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models

Dinh-Truong Do, Kiyoaki Shirai, Le-Minh Nguyen 0001. WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models. In Ryutaro Ichise, editor, Natural Language Processing and Information Systems - 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, Kanazawa, Japan, July 4-6, 2025, Proceedings, Part I. Volume 15836 of Lecture Notes in Computer Science, pages 186-200, Springer, 2025. [doi]

@inproceedings{DoSN25,
  title = {WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models},
  author = {Dinh-Truong Do and Kiyoaki Shirai and Le-Minh Nguyen 0001},
  year = {2025},
  doi = {10.1007/978-3-031-97141-9_13},
  url = {https://doi.org/10.1007/978-3-031-97141-9_13},
  researchr = {https://researchr.org/publication/DoSN25},
  cites = {0},
  citedby = {0},
  pages = {186-200},
  booktitle = {Natural Language Processing and Information Systems - 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, Kanazawa, Japan, July 4-6, 2025, Proceedings, Part I},
  editor = {Ryutaro Ichise},
  volume = {15836},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-97141-9},
}