Intent Clustering on CLINC 1.0 (test)
195K PredictedBERT-DTC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERT-DTCKnown class ratio=75%, K'=3002020.12 | 195 | 30 | |
| BERT-DTCKnown class ratio=50%, K'=3002020.12 | 131 | 12.67 | |
| DeepAlignedKnown class ratio=50%, K'=3002020.12 | 130 | 13.33 | |
| DeepAlignedKnown class ratio=75%, K'=3002020.12 | 129 | 14 | |
| DeepAlignedKnown class ratio=25%, K'=3002020.12 | 122 | 18.67 | |
| BERT-MCLKnown class ratio=75%, K'=3002020.12 | 112 | 25.33 | |
| BERT-DTCKnown class ratio=25%, K'=3002020.12 | 94 | 37.33 | |
| BERT-MCLKnown class ratio=50%, K'=3002020.12 | 75 | 50 | |
| BERT-MCLKnown class ratio=25%, K'=3002020.12 | 38 | 75 |