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Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty

Zeqiang Wang, Rebecca Oldroyd, Yuqi Wang, Jiageng Wu, Jie Yang, Wei Wang, Nishanth R Sastry, Jon Johnson, Suparna De

Proceedings of the AAAI Conference on Artificial Intelligence, 2026

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BibTeX

@inproceedings{Wang2026TrustworthyClassification,
  title = {Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty},
  author = {Zeqiang Wang and Rebecca Oldroyd and Yuqi Wang and Jiageng Wu and Jie Yang and Wei Wang and Nishanth R Sastry and Jon Johnson and Suparna De},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume = {40},
  number = {46},
  pages = {39415--39422},
  year = {2026},
  doi = {10.1609/aaai.v40i46.41291},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/41291}
}
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