Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA.

@inproceedings{li-2025-graphaugmented, author = {Siyuan Li and Yongping Du and Mingyang Li}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {2700--2705}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730203}, doi = {https://doi.org/10.1145/3726302.3730203} }