2025
Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
ACL 2025finding
The recent emergence of Multi-modal Large Language Models (MLLMs) has introduced a new dimension to the Text-rich Image Understanding (TIU) field, with models demonstrating impressive and inspiring performance. However, their rapid evolution and widespread adoption have made it increasingly challeng…