Text Classification on DBLP
60.6AccuracyvONTSS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| vONTSSNumber of topics=202023.07 | 60.6 | 57.6 | |
| vONTSSNumber of topics=20, Loss function=all loss2023.07 | 59 | 54.1 | |
| vONTSSNumber of topics=20, Loss function=CE2023.07 | 54.7 | 49.3 | |
| CarExNumber of topics=202023.07 | 53 | 49.1 | |
| CatENumber of topics=202023.07 | 51.8 | 53.6 | |
| Best UnsupervisedNumber of topics=202023.07 | 51.7 | 37.7 | |
| gONTSSNumber of topics=202023.07 | 50.9 | 45.7 | |
| GuidedLDANumber of topics=202023.07 | 49.3 | 47 | |
| Guided BERTopicNumber of topics=202023.07 | 48.6 | 30.1 |