BiERU-CapsNet: Bidirectional Emotional Recurrent Unit with Capsule Network, a Novel Approach for Textual Sentiment Analysis

Key Points

• BiERU-CapsNet improves textual sentiment analysis by accurately capturing emotional nuances,
• demonstrating a 20% increase in performance metrics compared to traditional methods.
• The methodology integrates bidirectional emotional recurrent unit and capsule network techniques.
• This approach may enable more precise sentiment assessments, although further testing in diverse datasets is recommended.