DepressionX combines word, sentence, and post embeddings with a depression knowledge graph to classify social media text into four depression severity levels, outperforming prior models on two Reddit datasets.
K.; and Fuller-Tyszkiewicz, M
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DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment
DepressionX combines word, sentence, and post embeddings with a depression knowledge graph to classify social media text into four depression severity levels, outperforming prior models on two Reddit datasets.