Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph.

@inproceedings{xiong-2025-enhancing, author = {Qiushi Xiong and Zhipeng Xu and Zhenghao Liu and Mengjia Wang and Zulong Chen and Yue Sun and Yu Gu and Xiaohua Li and Ge Yu}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph}}, 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 = {337--347}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729970}, doi = {https://doi.org/10.1145/3726302.3729970} }