@inproceedings{ma-etal-2026-every, title = "Every Time {I} Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors", author = "Ma, Jianfei and Feng, Zhaoxin and Chersoni, Emmanuele and Chen, Si", 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.511/", pages = "11714--11750", ISBN = "979-8-89176-459-0" }