Topic Modeling on Wiki20K (test)
0.246NPMIZeroshotTM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZeroshotTMAuxiliary Loss=Wd2023.05 | 0.246 | 0.2156 | 0.989 | 0.6904 | |
| ZeroshotTMAuxiliary Loss=Wc2023.05 | 0.2455 | 0.2147 | 0.9862 | 0.635 | |
| CombinedTMAuxiliary Loss=Wd2023.05 | 0.2404 | 0.2137 | 0.9918 | 0.7366 | |
| CombinedTMAuxiliary Loss=Wc2023.05 | 0.2392 | 0.2113 | 0.989 | 0.6748 | |
| ProdLDAAuxiliary Loss=Wc2023.05 | 0.2386 | 0.2094 | 0.9905 | 0.6933 | |
| ProdLDAAuxiliary Loss=Wd2023.05 | 0.2367 | 0.2101 | 0.9929 | 0.7556 | |
| ZeroshotTMAuxiliary Loss=None2023.05 | 0.1783 | 0.1896 | 0.9916 | 0.6999 | |
| CombinedTMAuxiliary Loss=None2023.05 | 0.1764 | 0.1893 | 0.9941 | 0.7509 | |
| ProdLDAAuxiliary Loss=None2023.05 | 0.1712 | 0.1883 | 0.9948 | 0.7674 | |
| LDAAuxiliary Loss=None2023.05 | -0.047 | 0.1329 | 0.9934 | 0.8664 |