@article{decoupledreasoningwithimplicitfacttokens, title = {Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context Inference}, author = {Wenxuan Xie and Yujia Wang and Xin Tan and Chaochao Lu and Xia Hu and Xuhong Wang}, year = {2026}, eprint = {2602.10021}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.10021}, }