@article{disentanglingperceptionandreasoninginmul,
  title = {Disentangling Perception and Reasoning in Multimodal LLMs via Reward Design},
  author = {Omar Sharif and Eftekhar Hossain and Nikhil Singh and Patrick Ng},
  year = {2026},
  eprint = {2601.00215},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.00215},
}