Essays about: "Hao Tang"

Found 1 essay containing the words Hao Tang.

  1. 1. Bidirectional LSTM-CNNs-CRF Models for POS Tagging

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Hao Tang; [2018]
    Keywords : bidirectional LSTM; part of speech; CNNs; CRF; byte pair encoding BPE ;

    Abstract : In order to achieve state-of-the-art performance for part-of-speech(POS) tagging, the traditional systems require a significant amount of hand-crafted features and data pre-processing. In this thesis, we present a discriminative word embedding, character embedding and byte pair encoding (BPE) hybrid neural network architecture to implement a true end-to-end system without feature engineering and data pre-processing. READ MORE