@article{whennoansweriscorrectdiagnosingabsentans, title = {When No Answer Is Correct: Diagnosing Absent Answer Detection for MLLMs in Video Understanding}, author = {Yiheng Wang and Yueqian Lin and Lichen Zhu and Yudong Liu and Hai "Helen" Li and Yiran Chen}, year = {2026}, eprint = {2606.08239}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.08239}, }