@inproceedings{shi-etal-2026-concept, title = "Concept rather than Document: Context Compression via {AMR}-based Conceptual Entropy", author = "Shi, Kaize and Sun, Xueyao and Tao, Xiaohui and Li, Lin and Lin, Qika and Xu, Guandong", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.590/", pages = "12158--12173", ISBN = "979-8-89176-395-1" }