Fig. 1: High-level overview of the DeepGO-SE model.
From: Protein function prediction as approximate semantic entailment
Left: protein p is embedded in a vector space using ESM2 model. Right: multiple models with an MLP that embeds the protein in the same space as the GO axioms. Furthermore, predictions from multiple models are combined to perform approximate semantic entailment.
