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10/10/2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks
Teacher-student knowledge distillation is a popular technique for compre...
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06/15/2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
We present results from a large-scale experiment on pretraining encoders...
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03/17/2018
Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection
A significant challenge in object detection is accurate identification o...
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03/12/2018
Onion-Peeling Outlier Detection in 2-D data Sets
Outlier Detection is a critical and cardinal research task due its array...
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03/12/2018
Measuring Conflict in a Multi-Source Environment as a Normal Measure
In a multi-source environment, each source has its own credibility. If t...
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03/12/2018