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arxiv_cs_cl ยท Nov 11, 2026 ยท paper

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Read Once, Answer Many: Parallel Prompting for Shared-Context LLM Inference

arxiv.orgNov 11, 2026
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LLM workloads sometimes ask many independent questions about the same long document, as in document QA, data labeling and LLM-based evaluation. Prefix caching removes the redundant prefill shared by these queries, but...

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