DAE-NER: Dual-channel attention enhancement for Chinese named entity recognition

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Xuezhe Ma, Eduard Hovy · 2016 · 2.6K citations · Full text

Chinese NER Using Lattice LSTM

Yue Zhang, Jie Yang · 2018 · 849 citations · Full text

Natural Language Processing, Sequence Modelling, Engineering +15

FLAT: Chinese NER Using Flat-Lattice Transformer

Xiaonan Li, Hang Yan, Xipeng Qiu et al. · 2020 · 419 citations · Full text

Simplify the Usage of Lexicon in Chinese NER

Ruotian Ma, Minlong Peng, Qi Zhang et al. · 2020 · 281 citations · Full text

An Analysis of Simple Data Augmentation for Named Entity Recognition

Xiang Dai, Heike Adel · 2020 · 178 citations · Full text

Structured Prediction, Engineering, Machine Learning +25