Showing 2026Show all
3 papers · 1 filter
cs.AI2026
Uncertainty-Aware Hybrid Retrieval for Long-Document RAG
Hoin Jung, Xiaoqian Wang
Retrieval augmented generation (RAG) depends critically on the quality and granularity of retrieved evidence. Large retrieval units preserve context but often introduce irrelevant…
cs.CL2026
The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation
Hoin Jung, Xiaoqian Wang
While Multimodal Large Language Models (MLLMs) are increasingly integrated with Retrieval-Augmented Generation (RAG) to mitigate hallucinations, the introduction of external docume…
cs.CL2026
Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems
Xiaoze Liu, Ruowang Zhang, Weichen Yu +7
Heterogeneous multi-agent systems combine models with different capabilities through a common communication interface. Exchanging internal states directly requires translating betw…