Neural Embedding Allocation:Distributed Representations of Topic Models
Table 5: Comparing NEA in document categorization tasks with MMSG, when both models trained for MMSGTM. Classification accuracy is shown for two different corpus: Reuters−150, and Ohsumed.
['[EMPTY]', 'MMSGTM', 'NEA', 'MMSG']
Both NEA and MMSG improves accuracy of this downstream task comparing to MMSGTM for Reuters−150, and Ohsumed dataset while MMSG maintains slightly higher accuracy than NEA.