Think with Structured Grounding: Perceptual Reinforcement Learning for Chart and Visual-Tabular Understanding

Changjiang Jiang, Qiannian Zhao, Lei Xin +3

Multimodal Large Language Models (MLLMs) capable of thinking with images often rely on external tools for fine-grained perception. However, this reliance introduces significant inf…