@article{understandingviralityarubricbasedvisionl, title = {Understanding Virality: A Rubric based Vision-Language Model Framework for Short-Form Edutainment Evaluation}, author = {Arnav Gupta and Gurekas Singh Sahney and Hardik Rathi and Abhishek Chandwani and Ishaan Gupta and Pratik Narang and Dhruv Kumar}, year = {2025}, eprint = {2512.21402}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.21402}, }