@inproceedings{cai-etal-2025-beyond, title = "Beyond Demonstrations: Dynamic Vector Construction from Latent Representations", author = "Cai, Wang and Huang, Hsiu-Yuan and Wang, Zhixiang and Wu, Yunfang", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.297/", pages = "5853--5868", ISBN = "979-8-89176-332-6" }