Zihao Fu

Learning Domain-Sensitive and Sentiment-Aware Word Embeddings

2018

Word embeddings have been widely used in sentiment classification because of their efficacy for semantic representations of words. Given reviews from different domains, some existing methods for word embeddings exploit sentiment information, but they cannot …

An Introduction of Deep Learning Based Word Representation Applied to Natural Language Processing

2019

In the area of Natural Language Processing, high-quality word representations play key roles in neural language processing tasks. Recently, various model designs and methods have blossomed in the domain of word representation. In this paper, …