Topic Modeling on 20NewsGroup (test)
0.1482NPMIZeroshotTM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZeroshotTMAuxiliary Loss=Wd2023.05 | 0.1482 | 0.1899 | 0.9919 | 0.7343 | |
| ZeroshotTMAuxiliary Loss=Wc2023.05 | 0.1456 | 0.1882 | 0.9895 | 0.6975 | |
| CombinedTMAuxiliary Loss=Wd2023.05 | 0.1309 | 0.179 | 0.9935 | 0.7833 | |
| CombinedTMAuxiliary Loss=Wc2023.05 | 0.1301 | 0.1781 | 0.991 | 0.7477 | |
| ProdLDAAuxiliary Loss=Wd2023.05 | 0.1235 | 0.1786 | 0.994 | 0.7901 | |
| ProdLDAAuxiliary Loss=Wc2023.05 | 0.1233 | 0.1775 | 0.9916 | 0.7526 | |
| ZeroshotTMAuxiliary Loss=None2023.05 | 0.1008 | 0.1749 | 0.991 | 0.7214 | |
| CombinedTMAuxiliary Loss=None2023.05 | 0.0855 | 0.1643 | 0.9922 | 0.7705 | |
| ProdLDAAuxiliary Loss=None2023.05 | 0.073 | 0.1626 | 0.9923 | 0.7739 | |
| LDAAuxiliary Loss=None2023.05 | 0.0426 | 0.1624 | 0.988 | 0.8077 |