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- Published on
• University of Illinois Urbana-Champaign• Meta AI• IBM Research- Published on
• Huawei Noah’s Ark Lab• Shenzhen Institute of Advanced Technology- Published on
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding
large-language-modelsefficiencycomplex-reasoningfactual-accuracyreinforcement-fine-tuningcomputational-resourcesscalabilityresponse-qualitymemory-bottlenecksPolicy-Optimized-Retrieval-Augmented-Generationopen-domain-question-answeringRetrieval-Augmented-Generationknowledge-intensive-taskskey-value-cachesAdaptive-Token-Layer-Attention-Scoringdynamic-retrieval-strategiesTransformer-based-LLMtest-time-scaling-techniquesoptimized-decoding-strategies- Published on
• Computer Vision Lab, CAIDAS & IFI, University of Würzburg, Germany• University of Bucharest, Romania- Published on
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• Taylor & Francis, 4 Park Square, Milton Park, Abingdon, UK• Institut für Informatik, Albert-Ludwigs-Universität, Freiburg, Germany- Published on
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• CI Lab, Department of Computer Science, University of Oldenburg, Germany- Published on
• ETH Zürich• Shenzhen Automotive Research Institute- Published on
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• Shanghai AI Laboratory• The University of Hong Kong• Southeast University• Independent Researcher- Published on
• Center for the Philosophy of AI, University of Copenhagen, Denmark- Published on
• University of Science and Technology of China• National University of Singapore- Published on
• Lodz University of Technology, Łódź, Poland• Unknown- Published on
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• UC San Francisco• UC Berkeley• Technical University of Munich & Helmholtz AI- Published on
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• European Space Agency (ESA)- Published on
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• Department of Computer Science, University of XYZ• Department of Electrical Engineering, University of ABC• Institute of Advanced Technology, University of DEF• School of Engineering, University of GHI- Published on
• Department of Computer Science, Northwestern University- Published on
• Department of Computer Science, University of XYZ• Department of Mathematics, University of ABC• Department of Physics, University of DEF• Department of Engineering, University of GHI- Published on