Short Text Clustering on Biomedical
0.548AccuracyDEC-SIF
Evaluation Results
| Method | Links | |
|---|---|---|
| DEC-SIFComment=Baseline (using add. info)2021.04 | 0.548 | |
| DECAMPComment=Proposed2021.04 | 0.453 | |
| STC²-LE2017.01 | 0.4362 | |
| STC²-LPI2017.01 | 0.43 | |
| STC2Comment=Baseline (using add. info)2021.04 | 0.43 | |
| DECE2EComment=Proposed2021.04 | 0.425 | |
| DECComment=Baseline2021.04 | 0.416 | |
| Para2vec2017.01 | 0.4126 | |
| STC²-LSA2017.01 | 0.3847 | |
| STC²-AE2017.01 | 0.3744 | |
| RecNNPooling=Ave.2017.01 | 0.3705 | |
| RecNNPooling=Top+Ave.2017.01 | 0.3668 | |
| GMMComment=Baseline2021.04 | 0.33 | |
| K-meansRepresentation=TF-IDF2017.01 | 0.2799 | |
| SkipVecType=Uni2017.01 | 0.1644 | |
| SkipVecType=Combine2017.01 | 0.1627 | |
| SkipVecType=Bi2017.01 | 0.1611 | |
| K-meansRepresentation=TF2017.01 | 0.1518 | |
| RecNNPooling=Top2017.01 | 0.1373 |