Topic classification of social network content: combining text and graphical features using transformer-based architecture
Dataset: https://huggingface.co/datasets/pooyaphoenix/hystoclass
Result:
The results show that the model based on ensemble classification has more performance. The final result is that the graphical features in the data such as background color, text color, and font can increase the performance of text classification.