Machine learning models with evolving domain specific lexicon features for text annotation

摘要

A method for generating embedding for machine learning models is to extract character embedding and word embedding from first text data, generate domain knowledge embedding from domain knowledge datasets, embed character embedding, word embedding Combining and binding domain knowledge embedding to bond embedding and providing a combined embedding to the layer of machine learning models.