Table 5 - Transforming social media text into predictive tools for depression through AI: A test-case study on the Beck Depression Inventory-II

Results of the EnsemBERT and benchmark models. In this case, all models leverage all-mpnet-base-v2 as the semantic model to extract embeddings used as input for the models. Scores are reported both at the item level and for the overall intensity score of the depressive state.