When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

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Cite this paper

@article{haoming2026,
  title = {When Should Models Change Their Minds? Contextual Belief Management in Large Language Models},
  author = {Xu, Haoming and Xu, Weihong and Li, Zongrui and Wang, Mengru and Yao, Yunzhi and Wu, Chiyu and Shang, Jin and Gong, Yu and Deng, Shumin},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-main.336},
  url = {https://doi.org/10.18653/2026.emnlp-main.336},
}