@article{poshusingscenegraphstoguidellmsasajudgef, title = {PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptions}, author = {Amith Ananthram and Elias Stengel-Eskin and Lorena A. Bradford and Julia Demarest and Adam Purvis and Keith Krut and Robert Stein and Rina Elster Pantalony and Mohit Bansal and Kathleen McKeown}, year = {2025}, eprint = {2510.19060}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.19060}, }