In the first experiment, we compare STANCE with both classic and learned similarity models in alias detection.
we compare STANCE to following approaches: • Deep Conflation Model (DCM) -state of the art model that encodes each string using a 1-dimensional CNN applied to character ngrams and computes cosine similarity (Gan et al., 2017).