If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs

@inproceedings{fan2026were,
  title = {If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs},
  author = {Siqi Fan and Xiusheng Huang and Yiqun Yao and Xuezhi Fang and Kang Liu and Peng Han and Shuo Shang and Aixin Sun and Yequan Wang},
  year = {2026},
  booktitle = {Annual Meeting of the Association for Computational Linguistics},
  eprint = {2503.23514},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.23514},
}