@article{deepsieveinformationsievingviallmasaknow, title = {DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router}, author = {Minghao Guo and Qingcheng Zeng and Xujiang Zhao and Yanchi Liu and Wenchao Yu and Mengnan Du and Haifeng Chen and Wei Cheng}, year = {2025}, eprint = {2507.22050}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.22050}, }