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08/02/2023
Towards Better Query Classification with Multi-Expert Knowledge Condensation in JD Ads Search
Search query classification, as an effective way to understand user inte...
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01/18/2022
Active Learning for Open-set Annotation
Existing active learning studies typically work in the closed-set settin...
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03/27/2021
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries
In addition to high accuracy, robustness is becoming increasingly import...
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03/27/2021
Co-Imitation Learning without Expert Demonstration
Imitation learning is a primary approach to improve the efficiency of re...
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06/14/2020