@article{balcaprlabalancedframeworkforrlbasedmllm, title = {BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning}, author = {Shaokai Ye and Vasileios Saveris and Yihao Qian and Jiaming Hu and Elmira Amirloo and Peter Grasch}, year = {2026}, eprint = {2605.07394}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.07394}, }