Y
Yazhou Zhang
Researcher at Tianjin University
Publications - 28
Citations - 425
Yazhou Zhang is an academic researcher from Tianjin University. The author has contributed to research in topics: Computer science & Sentiment analysis. The author has an hindex of 7, co-authored 16 publications receiving 248 citations.
Papers
More filters
Journal ArticleDOI
Exploring EEG Features in Cross-Subject Emotion Recognition
TL;DR: The results of this paper validate the possibility of exploring robust EEG features in cross-subject emotion recognition with a wider range of feature types, including 18 kinds of linear and non-linear EEG features.
Journal ArticleDOI
A quantum-inspired multimodal sentiment analysis framework
TL;DR: A Quantum-inspired Multimodal Sentiment Analysis (QMSA) framework that aims to fill the “semantic gap” and model the correlations between different modalities via density matrix and significantly outperforms a wide range of baselines and state-of-the-art methods.
Proceedings ArticleDOI
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis.
TL;DR: An approach called quantum-inspired interactive networks (QIN), which leverages the mathematical formalism of quantum theory (QT) and the long short term memory (LSTM) network, to learn such interaction dynamics.
Journal ArticleDOI
A quantum-inspired sentiment representation model for twitter sentiment analysis
TL;DR: The experimental results show that the model significantly outperforms a number of state-of-the-art baselines and demonstrate the effectiveness of the QSR model for sentiment analysis.
Book ChapterDOI
Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation
TL;DR: This paper investigates the feasibility of quantum probability theory for twitter sentiment analysis, and proposes a density matrix based unsupervised sentiment analysis approach, which significantly outperforms a number of baselines.