Entity Recognition A related blog with interpretion of these papers HERE
A related code implementations of these papers HERE
A Survey on Deep Learning for Named Entity Recognition(2018) [paper]
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models(2018)[paper]
BLSTM+CRF Bidirectional LSTM-CRF Models for Sequence Tagging(2015) [paper]
Char+BLSTM+CRF Attending to Characters in Neural Sequence Labeling Models(2016)[paper]
BLSTM+CNN Named Entity Recognition with Bidirectional LSTM-CNNs (2016) [paper]
Char+Radical Character-Based LSTM-CRF with Radical-Level Features for Chinese Named Entity Recognition(2016)[paper]
BLSTM+CRF Neural Architectures for Named Entity Recognition (2016) [paper]
BLSTM+CNN+CRF End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF(2016) [paper]
FOFE A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection(2016)[paper]
IDCNN Fast and Accurate Entity Recognition with Iterated Dilated Convolutions(2017) [paper]
DAL Deep Active Learning for Named Entity Recognition(2017)[paper]
Neural Architectures for Fine-grained Entity Type Classification (2017)[paper]
TagLM Semi-supervised sequence tagging with bidirectional language models(2017)[paper]
LatticeNER Chinese NER Using Lattice LSTM(2018)[paper]
AutoNER Learning Named Entity Tagger using Domain-Specific Dictionary(2018)[paper]
ATLNER Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism(2018)[paper]
ALCrowd Adversarial Learning for Chinese NER from Crowd Annotations(2018)[paper]
ACN Adaptive Co-Attention Network for Named Entity Recognition in Tweets(2018)[paper]