Found but Not Read: When Extracted Text Closes the Retrieval-Reading Gap in Document Vision-Language Models

Qingtao Xia, Siyao Cheng, Jiahua Bao +2

Retrieval-augmented document question answering assumes that once the right page is found, a vision-language model (VLM) can read it. We show that this assumption often fails, leav…