We also implemented BERT+LogReg*, a learning algorithm that uses BERT's encodings together with a Logistic Regression classifier trained on STAC's gold data with handcrafted features from (Afantenos et al., 2015) and used in<cite> (Perret et al., 2016)</cite> .