110 citations · 867 across the 51 of their papers we have counts for
Showing 2017 · cs.CLShow all
2 papers · 2 filters
cs.CL2017
Hybrid Oracle: Making Use of Ambiguity in Transition-based Chinese Dependency Parsing
Xuancheng Ren, Xu Sun
In the training of transition-based dependency parsers, an oracle is used to predict a transition sequence for a sentence and its gold tree. However, the transition system may exhi…
cs.CL2017★ 6 cited
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?
Yi Zhang, Xu Sun, Shuming Ma +2
Existing neural models usually predict the tag of the current token independent of the neighboring tags. The popular LSTM-CRF model considers the tag dependencies between every two…