@inproceedings{ma-etal-2025-astra, title = "Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following", author = "Ma, Yueen and Chi, DaFeng and Wu, Shiguang and Liu, Yuecheng and Zhuang, Yuzheng and King, Irwin", 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.688/", pages = "13632--13650", ISBN = "979-8-89176-332-6" }