most citedHybridFlow: Resource-Adaptive Subtask Routing for Efficient Edge-Cloud LLM Inference

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cs.CL2026

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Dongsheng Ma, Jiayu Li, Zhengren Wang +8

Multimodal Large Language Models (MLLMs) have significantly advanced document understanding, yet current Doc-VQA evaluations score only the final answer and leave the supporting ev…