Sentiment analysis based on text information enhancement and multimodal feature fusion

The k-means Algorithm: A Comprehensive Survey and Performance Evaluation

Mohiuddin Ahmed, Raihan Seraj, Syed Mohammed Shamsul Islam · Electronics · 2020 · 1.6K citations · Full text

Computing, Computer Science, Data Science +12

Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis

Wenmeng Yu, Hua Xu, Ziqi Yuan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 667 citations · Full text

Computing, Computer Science, Computational Linguistics +12

Integrating Multimodal Information in Large Pretrained Transformers

Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee et al. · 2020 · 604 citations · Full text

Computing, Computer Science, Linguistics +16

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors

Yansen Wang, Ying Shen, Zhun Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 454 citations · Full text

Social Sciences, Communication, Computational Linguistics +16

Multimodal sentiment analysis using hierarchical fusion with context modeling

Navonil Majumder, Devamanyu Hazarika, Alexander Gelbukh et al. · Knowledge-Based Systems · 2018 · 377 citations

Computing, Computer Science, Computational Linguistics +15