189 citations · 1.7k across the 110 of their papers we have counts for
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cs.CL2016★ 7 cited
A New Recurrent Neural CRF for Learning Non-linear Edge Features
Shuming Ma, Xu Sun
Conditional Random Field (CRF) and recurrent neural models have achieved success in structured prediction. More recently, there is a marriage of CRF and recurrent neural models, so…
cs.CL2016★ 7 cited
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media
Hangfeng He, Xu Sun
We focus on named entity recognition (NER) for Chinese social media. With massive unlabeled text and quite limited labelled corpus, we propose a semi-supervised learning model base…