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However, the generative updates proved to be too aggressive in our experiments, overpowering the effect of the supervision label on loss.
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During tuning, the user may discover that the distant supervision labels are missing an entire class of relations and thus incorrectly labeling candidates.
Under Mr. Bradley's design supervision, the label will continue with a new partner, Amanda Brooks, who will bear the title of creative director.
Jackson's tenth studio album, Discipline, which was an acknowledgment of Jackson's commitment, focus and dedication to her career, was released on February 26 , 2008under the supervision of label head L. A. Reid.
The system calculates accuracy using the distant supervision training labels, and thus this calibration represents DeepDive's performance based on the provided labels.
Aside from meats, fresh fruits, and vegetables, it is customary to consume only food prepared under rabbinic supervision and labelled "kosher for Passover," warranting that they are completely free of contact with leaven.
The proposed method augments the standard fuzzy C-means algorithm by extending the original objective function by the supervision component (labeled patterns).
Clinical activities that trainees can be trusted to perform with minimal or no supervision have been labelled as Entrustable Professional Activities (EPAs).
In the studies of functional genomics, if more information is available, one can derive more effective networks for capturing useful relationships between the proteins to propagate the supervision knowledge from labeled nodes to unlabeled nodes.
To further boost the predicting performance, we extend the method in an ensemble manner, called EGM-SMCC, by utilizing multiple heterogeneous networks with various latent linkages constructed to explicitly model the relationships among the nodes for effectively propagate the supervision knowledge from labeled to unlabeled nodes.
The cover of R. Crumb's newest work, an illustrated version of "The Book of Genesis," contains a warning label: "ADULT SUPERVISION RECOMMENDED FOR MINORS".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com