EMNLP · 2025 · Conference paper

AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning

Yujie Feng, Jian Li, Xiaoyu Dong, Peng-Fei Xu, Xiaohui Zhou, Yujia Zhang, Zexin Lu, Ya-sha Wang, Alan Zhao, Xu Chu, Xiao-Ming Wu

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Published in
Conference on Empirical Methods in Natural Language Processing
Date
2025-09-22
Citations
4
arXiv
2509.17348
Cite
@inproceedings{feng2025aimmerging,
  title = {AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning},
  author = {Yujie Feng and Jian Li and Xiaoyu Dong and Peng-Fei Xu and Xiaohui Zhou and Yujia Zhang and Zexin Lu and Ya-sha Wang and Alan Zhao and Xu Chu and Xiao-Ming Wu},
  year = {2025},
  booktitle = {Conference on Empirical Methods in Natural Language Processing},
  eprint = {2509.17348},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.17348},
}