@article{enhancingvisionlanguagemodelswithlogicre, title = {Enhancing Vision Language Models with Logic Reasoning for Situational Awareness}, author = {Pavana Pradeep and Krishna Kant and Suya Yu}, year = {2026}, eprint = {2601.11322}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.11322}, }