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#natural language process... Preprint Sep 2026

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation, prefill remains computationally expensive, and large KV caches continue to strain HBM and SSD capacity and data-transfer bandwidth. Togeth...

De Xu, B. Li, Bang Lin et al. · 93 citations · ⚡4
#large language models Review Open access Sep 2026

Automated literature screening using large language models in headache research: a comparative performance evaluation of seven models using zero-shot and iterative prompt refinement

Large language models (LLMs) show promise for automating literature screening, although their performance varies across clinical domains and further evaluation is required for broader implementation. This study aimed to assess the accuracy, reliability and feasibility of literature screening in headache research...

N. R. A. Bruijn, A. Kuiper, L. Al-Hassany et al. · 0 citations

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