On Variational Learning of Controllable Representations for Text without Supervision
Table 7: Results for topic identification.
['Topic', 'Model', 'Precision', 'Recall', '[ITALIC] F1']
We can see that our approach achieves comparable results to LDA while significantly outperforming k-means in all four categories, indicating that our approach can go beyond just clustering on pre-trained sentence representations.