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…