Topic Modeling on AgNews
100DiversityCarEx
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CarExNumber of topics=20, Note=Diversity equal to 1 by design2023.07 | 100 | — | |
| vONTnumber of topics=202023.07 | 99.022 | 0.0119 | |
| NSTMnumber of topics=202023.07 | 97.4 | 0.0081 | |
| ProdLDAnumber of topics=202023.07 | 88.286 | 0.0838 | |
| gONTSSNumber of topics=202023.07 | 79 | — | |
| vONTSSNumber of topics=202023.07 | 71 | — | |
| vONTSSNumber of topics=20, Loss function=CE2023.07 | 68.3 | — | |
| vONTSSNumber of topics=20, Loss function=all loss2023.07 | 65.2 | — | |
| vNVDMnumber of topics=202023.07 | 62.24 | 0.0377 | |
| GSMnumber of topics=202023.07 | 57.6 | 0.0209 | |
| Best UnsupervisedNumber of topics=202023.07 | 57.3 | — | |
| GuidedLDANumber of topics=202023.07 | 56.1 | — | |
| ETMnumber of topics=202023.07 | 48.96 | 0.0498 | |
| Guided BERTopicNumber of topics=202023.07 | 48.7 | — |