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cs.CV2026
RI-Prune: Relation and Information Aware Visual Token Pruning for Multi-Image Vision-Language Models
Dongjin Lee, Eunju Lee, Jinhee Jang +2
Large vision-language models (LVLMs) have recently been extended to handle multiple input images, but this extension dramatically increases the visual token budget, making visual-t…
cs.IR2026
Query, Decompose, Compress: Structured Query Expansion for Efficient Multi-Hop Retrieval
JungMin Yun, YoungBin Kim
Large Language Models (LLMs) have been increasingly employed for query expansion. However, their generative nature often undermines performance on complex multi-hop retrieval tasks…