Uncertainty Quantification for Black-Box LLMs via Star Graphs Connectivity: Exploring Alternatives for Semantic Density

Li et al. "Uncertainty Quantification for Black-Box LLMs via Star Graphs Connectivity: Exploring Alternatives for Semantic Density." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06078-5_16

[Li et al. "Uncertainty Quantification for Black-Box LLMs via Star Graphs Connectivity: Exploring Alternatives for Semantic Density." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/li2025ecmlpkdd-uncertainty/) doi:10.1007/978-3-032-06078-5_16

@inproceedings{li2025ecmlpkdd-uncertainty,
  title     = {{Uncertainty Quantification for Black-Box LLMs via Star Graphs Connectivity: Exploring Alternatives for Semantic Density}},
  author    = {Li, Zhaoye and Chen, Huan and Tan, Huibin and Lan, Long and Sui, Yize and Ren, Jing},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {273-289},
  doi       = {10.1007/978-3-032-06078-5_16},
  url       = {https://mlanthology.org/ecmlpkdd/2025/li2025ecmlpkdd-uncertainty/}
}