@article{ugiftuncertaintyguidedfirewallfortoxic, title = {U-GIFT: Uncertainty-Guided Firewall for Toxic Speech in Few-Shot Scenario}, author = {Jiaxin Song and Xinyu Wang and Yihao Wang and Yifan Tang and Ru Zhang and Jianyi Liu and Gongshen Liu}, year = {2025}, eprint = {2501.00907}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.00907v1}, }