DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets
F Dugas, E Nichols - WNUT 2016, 2016
... 850M words) 50 130K 51.43% 75.31% 84.63% 82.18% GloVe 6B Gigaword5+ Wikipedia (6B words) 50 400k 54.22% 82.71% 86.02% 84.17% GloVe 27B Twitter microposts (27B words) 50 1.2 M 57.47% 90.47% 83.67% 97.66% GloVe 42B Common Crawl (42B words) 300 1.9 ...