ACL · 2026 · Conference paper · Top venue

Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates

Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Νικόλαος Αλέτρας

University of Sheffield · Hitachi (Japan)

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Published in
Annual Meeting of the Association for Computational Linguistics
Date
2026-01-01
Citations
3
arXiv
2512.04844
Cite
@inproceedings{yamaguchi2026mitigating,
  title = {Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates},
  author = {Atsuki Yamaguchi and Terufumi Morishita and Aline Villavicencio and Νικόλαος Αλέτρας},
  year = {2026},
  booktitle = {Annual Meeting of the Association for Computational Linguistics},
  eprint = {2512.04844},
  archivePrefix = {arXiv},
  doi = {10.18653/v1/2026.acl-long.865},
  url = {https://arxiv.org/abs/2512.04844},
}