@article{refininginputguardrailsenhancingllmasa, title = {Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment}, author = {Melissa Kazemi Rad and Huy Nghiem and Andy Luo and Sahil Wadhwa and Mohammad Sorower and Stephen Rawls}, year = {2025}, eprint = {2501.13080}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.13080v1}, }