Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews

Sergio Burdisso, Esaú Villatoro-Tello, Srikanth Madikeri +1

We propose a simple approach for weighting self-connecting edges in a Graph Convolutional Network (GCN) and show its impact on depression detection from transcribed clinical interv…