@inproceedings{emnlp2026c, author = {Yuanhao Yue and Qianli Ma and Chengyu Wang and Haoting Wang and Lei Shen and Jun Huang}, title = {Not All Prompts Are Equal: Exploration-Guided Prompt Scaffolding for Multimodal Reinforcement Post-Training}, booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing}, pages = {9522--9539}, year = {2026} }