Topic Modeling on GoogleNews (test)
0.1569NPMIZeroshotTM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZeroshotTMAuxiliary Loss=Wd2023.05 | 0.1569 | 0.135 | 0.9967 | 0.8228 | |
| ZeroshotTMAuxiliary Loss=Wc2023.05 | 0.1562 | 0.1349 | 0.9964 | 0.8131 | |
| CombinedTMAuxiliary Loss=Wd2023.05 | 0.1429 | 0.1354 | 0.9942 | 0.7541 | |
| CombinedTMAuxiliary Loss=Wc2023.05 | 0.1378 | 0.1339 | 0.9938 | 0.7421 | |
| ProdLDAAuxiliary Loss=Wd2023.05 | 0.1275 | 0.1274 | 0.9975 | 0.8504 | |
| ProdLDAAuxiliary Loss=Wc2023.05 | 0.1236 | 0.1262 | 0.9973 | 0.84 | |
| ZeroshotTMAuxiliary Loss=None2023.05 | 0.1218 | 0.1321 | 0.9967 | 0.82 | |
| CombinedTMAuxiliary Loss=None2023.05 | 0.1062 | 0.1316 | 0.9943 | 0.7498 | |
| ProdLDAAuxiliary Loss=None2023.05 | 0.0919 | 0.124 | 0.9974 | 0.846 | |
| LDAAuxiliary Loss=None2023.05 | -0.203 | 0.0989 | 0.9973 | 0.9065 |