@article{improvinglargelanguagemodelsafetywith, title = {Improving Large Language Model Safety with Contrastive Representation Learning}, author = {Samuel Simko and Mrinmaya Sachan and Bernhard Schölkopf and Zhijing Jin}, year = {2025}, eprint = {2506.11938}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.11938v1}, }