RoBERTa-GRU: A Hybrid Deep Learning Model for Enhanced Sentiment Analysis

Keyphrases

• Hybrid Deep Learning 100%
• Sentiment Analysis 100%
• Gated Recurrent Unit 100%
• Twitter 40%
• US Airlines 40%
• IMDb 40%
• Gated Recurrent Unit Model 40%
• Transformer Model 20%
• Novel Hybrids 20%
• Hybrid Model 20%
• Recurrent Neural Network 20%
• Word Embedding 20%
• Classification Task 20%
• Imbalanced Data 20%
• Data Augmentation 20%
• Long-range Dependence 20%
• Attention Mechanism 20%
• Discriminative Embedding 20%
• Minority Class 20%
• Sentiment Classification 20%
• Model Making 20%
• Embedding Space 20%
• Vanishing Gradient 20%

Computer Science

• Sentiment Analysis 100%
• Deep Learning Model 100%
• Bidirectional Encoder Representations From Transformers 100%
• Gated Recurrent Unit 100%
• Attention (Machine Learning) 20%
• Sentiment Classification 20%
• Word Embedding 20%
• Classification Task 20%
• Recurrent Neural Network 20%
• Data Augmentation 20%
• Minority Class 20%
• Embedding Space 20%
• Range Dependency 20%

Mathematics

• Sentiment Analysis 100%
• Word Embeddings 20%