Zhu, Y., Jin, J., Qian, H., Liu, Z., Dou, Z., & Wen, J. (2025). Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization.
Chicago Style (17th ed.) CitationZhu, Yutao, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, and Ji-Rong Wen. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization. 2025.
MLA (9th ed.) CitationZhu, Yutao, et al. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization. 2025.
Warning: These citations may not always be 100% accurate.