@inproceedings{bumb-etal-2025-forecasting, title = "Forecasting Time Series with {LLM}s via Patch-Based Prompting and Decomposition", author = "Bumb, Mayank and Vemulapalli, Anshul and Jella, Sri Harsha Vardhan Prasad and Gupta, Anish and La, An and Rossi, Ryan and Chen, Hongjie and Dernoncourt, Franck and Ahmed, Nesreen K. and Wang, Yu", editor = "Huang, Chu-Ren and Harada, Yasunari and Kim, Jong-Bok and Huyen, Nguyen T.M. and Huong, Le Thanh and Hien, Pham and Chersoni, Emmanuele and Nguyen, Le Minh and Roxas, Rachel Edita O{\~n}ate and Dita, Sherly", booktitle = "Proceedings of the 39th Pacific {A}sia Conference on Language, Information and Computation", month = dec, year = "2025", address = "Hanoi, Vietnam", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.paclic-1.43/", pages = "467--479" }