most citedMatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction

4 citations · 6 across the 3 of their papers we have counts for

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cs.CL2025

URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding

Yongxin Shi, Jiapeng Wang, Zeyu Shan +3

Recent multimodal large language models (MLLMs) still struggle with long document understanding due to two fundamental challenges: information interference from abundant irrelevant…