Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment

Matthew Matero, Albert Hung, H. Andrew Schwartz

Recent works have demonstrated ability to assess aspects of mental health from personal discourse. At the same time, pre-trained contextual word embedding models have grown to domi…