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@unpublished{snell2024scaling,
  author     = {Snell, Charlie and Lee, Jaehoon and Xu, Kelvin and Kumar, Aviral},
  title      = {Scaling {LLM} {Test-Time} Compute Optimally can be More Effective than Scaling Model Parameters},
  year       = {2024},
  note       = {arXiv:2408.03314},
  url        = {https://arxiv.org/abs/2408.03314}
}

@misc{statcan2024chsp,
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@book{surowiecki2004wisdom,
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@inproceedings{tian2023just,
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@incollection{timmermann2006forecast,
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@unpublished{turpin2023language,
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  title      = {Language Models Don't Always Say What They Think: Unfaithful Explanations in {Chain-of-Thought} Prompting},
  year       = {2023},
  note       = {NeurIPS 2023. arXiv:2305.04388},
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@unpublished{vedula2025quantile,
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@book{vovk2005algorithmic,
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@unpublished{wang2022selfconsistency,
  author     = {Wang, Xuezhi and Wei, Jason and Schuurmans, Dale and Le, Quoc and Chi, Ed and Narang, Sharan and Chowdhery, Aakanksha and Zhou, Denny},
  title      = {{Self-Consistency} Improves Chain of Thought Reasoning in Language Models},
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  url        = {https://arxiv.org/abs/2203.11171}
}

@unpublished{wang2024rethinking,
  author     = {Wang, Qineng and Wang, Zihao and Su, Ying and Tong, Hanghang and Song, Yangqiu},
  title      = {Rethinking the Bounds of {LLM} Reasoning: Are {Multi-Agent} Discussions the Key?},
  year       = {2024},
  note       = {NAACL 2024. arXiv:2402.18272},
  url        = {https://arxiv.org/abs/2402.18272}
}

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@article{white1980heteroskedasticity,
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@unpublished{wu2023autogen,
  author     = {Wu, Qingyun and Bansal, Gagan and Zhang, Jieyu and Wu, Yiran and Li, Beibin and Zhu, Erkang and Jiang, Li and Zhang, Xiaoyun and Zhang, Shaokun and Liu, Jiale and Awadallah, Ahmed Hassan and White, Ryen W and Burger, Doug and Wang, Chi},
  title      = {{AutoGen}: Enabling Next-Gen {LLM} Applications via Multi-Agent Conversation},
  year       = {2023},
  note       = {arXiv:2308.08155},
  url        = {https://arxiv.org/abs/2308.08155}
}

@unpublished{wu2025can,
  author     = {Wu, Haolun and Li, Zhenkun and Li, Lingyao},
  title      = {Can {LLM} Agents Really Debate? A Controlled Study of {Multi-Agent} Debate in Logical Reasoning},
  year       = {2025},
  note       = {arXiv:2511.07784},
  url        = {https://arxiv.org/abs/2511.07784}
}

@unpublished{xiong2024can,
  author     = {Xiong, Miao and Hu, Zhiyuan and Lu, Xinyang and Li, Yifei and Fu, Jie and He, Junxian and Hooi, Bryan},
  title      = {Can {LLMs} Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in {LLMs}},
  year       = {2024},
  note       = {ICLR 2024. arXiv:2306.13063},
  url        = {https://arxiv.org/abs/2306.13063}
}

@article{zhang2024describe,
  author     = {Zhang, Hanxiang and Li, Yansong and Branco, Paula},
  title      = {Describe the house and I will tell you the price: House price prediction with textual description data},
  journal    = {Natural Language Engineering},
  number     = {4},
  volume     = {30},
  pages      = {661--695},
  year       = {2024},
  doi        = {10.1017/S1351324923000360}
}

@unpublished{zhu2026demystifying,
  author     = {Zhu, Xiaochen and Zhang, Caiqi and Chi, Yizhou and Stafford, Tom and Collier, Nigel and Vlachos, Andreas},
  title      = {Demystifying {Multi-Agent} Debate: The Role of Confidence and Diversity},
  year       = {2026},
  note       = {arXiv:2601.19921},
  url        = {https://arxiv.org/abs/2601.19921}
}

@techreport{boucher2026sharp,
  author      = {Boucher, Simon-Pierre},
  title       = {{SHARP-HPI}: A Spatially Hierarchical, Adaptive and Robust Framework for Quality-Adjusted Housing Price Indices. Monthly Municipal Indices for Quebec from 770,000 Registered Sales, 2021--2026},
  institution = {Universit\'e du Qu\'ebec en Outaouais, D\'epartement des sciences administratives},
  type        = {UQO Working Paper},
  number      = {22},
  year        = {2026},
  month       = {October}
}