Research on Sentiment Analysis of Tibetan Short Text Based on Dual-channel Hybrid Neural Network

• Published in: 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML) pp. 377 - 384
• Main Authors: Zhu, Yulei, Luosai, Baima, Zhou, Liyuan, Qun, Nuo, Nyima, Tashi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 04.08.2023
• Subjects: Analytical models; BiGRU; Feature extraction; Logic gates; Machine learning; Neural networks; pretraining model; Semantics; Sentiment analysis; TextCNN; Tibetan sentiment analysis

In response to the problem of varying degrees of loss of textual semantic information with the increase of model depth in a single-channel hybrid neural network model, this paper proposes a dual-channel hybrid neural network model-ALDCBAT based on the idea of multi-channel hybrid neural network, usi...