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Showing 1 to 2 of 2 for “"dataset collection"”.
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Declarative Analytics on Heterogeneous HPC Systems
… of the algorithms, we utilize publicly available datasets from the Stanford Large Network Dataset Collection and the SuiteSparse Matrix Collection. Our research extends beyond traditional graph mining and program analysis, exploring Datalog's potential in emerging domains such as topological data …
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Data-Driven Policy Optimisation for Multi-Domain Task-Oriented Dialogue
… address this fundamental obstacle, a novel data-collection pipeline entirely based on crowdsourcing without the need for hiring professional annotators is introduced. The validation of the approach results in the collection of the Multi-Domain Wizard-of-Oz dataset (MultiWOZ), a fully labeled …