Papers citing 'Examining Forgetting in Continual Pre-training of Aligned Large Language Models'

Title
Mapping Post-Training Forgetting in Language Models at Scale Jackson Harmon Andreas Hochlehnert Matthias Bethge Ameya Prabhu CLL KELM 133 0 0 20 Oct 2025
Revisiting Replay and Gradient Alignment for Continual Pre-Training of Large Language Models Istabrak Abbes G. Subbaraj Matthew D Riemer Nizar Islah Benjamin Thérien Tsuguchika Tabaru Hiroaki Kingetsu Sarath Chandar Irina Rish CLL 107 1 0 03 Aug 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 248 5 0 03 Jun 2025
Adaptive Budget Allocation for Orthogonal-Subspace Adapter Tuning in LLMs Continual Learning Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 154 0 0 28 May 2025
Full-Parameter Continual Pretraining of Gemma2: Insights into Fluency and Domain Knowledge Vytenis Šliogeris Povilas Daniušis Arturas Nakvosas CLL 202 0 0 09 May 2025
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 278 31 0 05 Jul 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 540 8 0 28 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 357 146 0 25 Apr 2024
Personalized Large Language Models Stanislaw Wo'zniak Bartlomiej Koptyra Arkadiusz Janz P. Kazienko Jan Kocoñ 165 33 0 14 Feb 2024