7 citations · 12 across the 6 of their papers we have counts for
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cs.CL2020
Integrating Boundary Assembling into a DNN Framework for Named Entity Recognition in Chinese Social Media Text
Zhaoheng Gong, Ping Chen, Jiang Zhou
Named entity recognition is a challenging task in Natural Language Processing, especially for informal and noisy social media text. Chinese word boundaries are also entity boundari…
cs.LG2020
Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance
Matthew Almeida, Wei Ding, Scott Crouter +1
The study of model bias and variance with respect to decision boundaries is critically important in supervised classification. There is generally a tradeoff between the two, as fin…