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Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering
However, data curation for document QA is uniquely challenging because the context (i. e. answer evidence passage) needs to be retrieved from potentially long, ill-formatted documents.
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-Temporal Models
In the online part, we compute a DJEnsemble plan which minimizes a multivariate cost function based on estimates for the prediction error and the execution cost -- producing a model spatial allocation matrix -- and run the optimal ensemble plan.
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