Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study.

@inproceedings{yu-2025-multisource, author = {Shuo Yu and Mingyue Cheng and Qi Liu and Daoyu Wang and Jiqian Yang and Jie Ouyang and Yucong Luo and Chenyi Lei and Enhong Chen}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {3931--3941}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761340}, doi = {https://doi.org/10.1145/3746252.3761340} }