A deep learning approach in predicting products' sentiment ratings: A comparative analysis

• Main Authors: Balakrishnan, Vimala, Shi, Zhongliang, Law, Chuan Liang, Lim, Regine, Teh, Lee Leng, Fan, Yue
• Format: Article
• Published: Springer 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/42414/
• Institution: Universiti Malaya

We present a benchmark comparison of several deep learning models including Convolutional Neural Networks, Recurrent Neural Network and Bi-directional Long Short Term Memory, assessed based on various word embedding approaches, including the Bi-directional Encoder Representations from Transformers (...