RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World

@inproceedings{liu2026learning,
  title = {RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World},
  author = {Hanbing Liu and Lang Cao and Yang Li},
  year = {2026},
  booktitle = {Annual Meeting of the Association for Computational Linguistics},
  eprint = {2604.05096},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.05096},
}