It might be attributed to the property of DPEMM  that the cluster is generated dynamically without a preset number of clusters.
although DPEMM-WE gives better extraction results overall compared to DPEMM as shown in Table 2, it returns lower purity results because of some noisy information introduced through word embeddings.