Named Entity Recognition with stack residual LSTM and trainable bias decoding

Quan Tran, Andrew MacKinlay, Antonio Jimeno Yepes

Recurrent Neural Network models are the state-of-the-art for Named Entity Recognition (NER). We present two innovations to improve the performance of these models. The first innova…