EmoVis

This is the GitHub repository for the paper: “ Emotion Classification with Visibility Graphs ” submitted to IEEE Signal Processing Letters, 2024. In this study, we generate a visibility graph-based model, EmoVis, to perform emotion classification of the text data.

Graph Generation

For the implementation details of graph generation, refer to codes graph_generation.py. For the implementation details of data preprocessing, refer to codes data_preprocessing.py.

Model and Training

For the implementation details of the model used for training, refer to codes model_train.py