2 papers
cs.CL2020
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
Ning Ding, Dingkun Long, Guangwei Xu +4
Fully supervised neural approaches have achieved significant progress in the task of Chinese word segmentation (CWS). Nevertheless, the performance of supervised models tends to dr…
cs.LG2019
Understanding Feature Selection and Feature Memorization in Recurrent Neural Networks
Bokang Zhu, Richong Zhang, Dingkun Long +1
In this paper, we propose a test, called Flagged-1-Bit (F1B) test, to study the intrinsic capability of recurrent neural networks in sequence learning. Four different recurrent net…