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

@inproceedings{xiong-2025-enhancing, author = {Qiushi Xiong and Peng Zhang and Zhipeng Xu and Zhenghao Liu and Peng Zhang and Zhipeng Xu 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} }