DeepCaps-Transformer: Cultural Artifact Interpretation Using Deep Capsule Networks and Transformer Models

Key Points

• The model enhances semantic understanding of cultural artifacts through deep capsule networks and transformer models.
• High accuracy was achieved in interpreting diverse cultural artifacts, particularly with natural language processing tasks.
• Observational analysis of various datasets indicates the potential of this approach in cultural studies and AI applications.
• This method highlights the necessity for advanced models in interpreting cultural artifacts, calling for further exploration in practical applications.