Topic Modeling on DBLP (diversity)
100DiversityCarEx
Evaluation results
| Method | Links | |
|---|---|---|
| CarExNumber of topics=20, Note=Diversity equal to 1 by design2023.07 | 100 | |
| vONTSSNumber of topics=202023.07 | 87.1 | |
| gONTSSNumber of topics=202023.07 | 80.4 | |
| Best UnsupervisedNumber of topics=202023.07 | 78.1 | |
| Guided BERTopicNumber of topics=202023.07 | 71.7 | |
| vONTSSNumber of topics=20, Loss function=all loss2023.07 | 71.6 | |
| vONTSSNumber of topics=20, Loss function=CE2023.07 | 52.1 | |
| GuidedLDANumber of topics=202023.07 | 31.4 |