Graph-based Uncertainty Metrics for Long-form Language Model Generations

Mingjian Jiang, Yangjun Ruan, P. Sattigeri, S. Roukos, Tatsunori B. Hashimoto
2/3/2026

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@article{jiang2026graphbased,
  title  = {Graph-based Uncertainty Metrics for Long-form Language Model Generations},
  author = {Mingjian Jiang and Yangjun Ruan and P. Sattigeri and S. Roukos and Tatsunori B. Hashimoto},
  year   = {2026},
  doi    = {10.52202/079017-1038},
  url    = {https://doi.org/10.52202/079017-1038},
  journal = {NEURIPS 2024 2024}
}

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