Clustering on StackOverflow (test)
52.59ARICDAC+
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CDAC+Learning Setting=Semi-supervised, Backbone=BERT2019.11 | 52.59 | 69.84 | 73.48 | |
| BERT-SemiLearning Setting=Semi-supervised, Backbone=BERT2019.11 | 47.48 | 65.07 | 65.28 | |
| SAE-KMLearning Setting=Unsupervised2019.11 | 17.07 | 32.62 | 34.44 | |
| DCNLearning Setting=Unsupervised2019.11 | 15.45 | 31.09 | 34.26 | |
| BERT-KCLLearning Setting=Semi-supervised, Backbone=BERT2019.11 | 7.81 | 8.84 | 13.94 | |
| PCK-meansLearning Setting=Semi-supervised2019.11 | 5.35 | 17.26 | 24.16 | |
| DECLearning Setting=Unsupervised2019.11 | 3.76 | 10.88 | 13.09 | |
| DACLearning Setting=Unsupervised2019.11 | 2.76 | 14.71 | 16.3 | |
| AGLearning Setting=Unsupervised, Backbone=GloVe2019.11 | 2.12 | 10.62 | 14.66 | |
| KMLearning Setting=Unsupervised, Backbone=GloVe2019.11 | 1.46 | 8.24 | 13.55 | |
| DECAMPComment=Proposed2021.04 | 0.606 | — | — | |
| BERT-KMLearning Setting=Unsupervised, Backbone=BERT2019.11 | 0.51 | 12.98 | 13.9 | |
| DECComment=Baseline2021.04 | 0.425 | — | — | |
| DECE2EComment=Proposed2021.04 | 0.411 | — | — |