@article{autoencodingfreecontextcompressionforllm, title = {Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors}, author = {Xin Liu and Runsong Zhao and Pengcheng Huang and Xinyu Liu and Junyi Xiao and Chunyang Xiao and Tong Xiao and Shengxiang Gao and Zhengtao Yu and Jingbo Zhu}, year = {2025}, eprint = {2510.08907}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.08907}, }