@inproceedings{chen-etal-2026-leap, title = "{LEAP}: Likelihood Elicitation and Aggregation for {LLM}-based Probabilistic Forecasting", author = "Chen, Yufei and Zhao, Yiran and Xu, Xiaogang and Xie, Qipeng and Wu, Jiafei and Liu, Zhe", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.752/", doi = "10.18653/2026.emnlp-main.752", pages = "17393--17412", ISBN = "979-8-89176-459-0" }