First, drawing general conclusions on the quality of em-bedding models only based on the performance of specific approaches, i.e., examining the extrinsic suitability of models, is error-prone (Gladkova and Drozd, 2016;Schnabel et al., 2015).
to come to general conclusions one needs to investigate general properties of the embedding models itself, i.e., examine their intrinsic suitability.