@inproceedings{ijcai2025p897, title = {Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training}, author = {Guo, Quanjiang and Zhang, Jinchuan and Wang, Sijie and Tian, Ling and Kang, Zhao and Yan, Bin and Xiao, Weidong}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {8068--8076}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/897}, url = {https://doi.org/10.24963/ijcai.2025/897}, }