@inproceedings{deng-etal-2025-following, title = "Following the Autoregressive Nature of {LLM} Embeddings via Compression and Alignment", author = "Deng, Jingcheng and Jiang, Zhongtao and Pang, Liang and Wei, Zihao and Chen, Liwei and Xu, Kun and Song, Yang and Shen, Huawei and Cheng, Xueqi", 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.639/", pages = "12672--12688", ISBN = "979-8-89176-332-6" }