@article{wmfamprobingllmworkingmemoryviadepthpara,
  title = {WMF-AM: Probing LLM Working Memory via Depth-Parameterized Cumulative State Tracking},
  author = {Dengzhe Hou and Lingyu Jiang and Deng Li and Zirui Li and Fangzhou Lin and Kazunori D Yamada},
  year = {2026},
  eprint = {2603.27343},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.27343},
}