@article{aprincipledlossfunctionfordirectlanguage, title = {A Principled Loss Function for Direct Language Model Alignment}, author = {Yuandong Tan}, year = {2025}, eprint = {2508.07137}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.07137}, }