WordNet domain labeling on English WordNet domain labelling (test)
92.14PrecisionA2T+ descriptors
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| A2T+ descriptorsevaluation_mode=zero-shot, label_descriptors=enabled2021.01 | 92.14 | 92.14 | 92.14 | |
| A2TFT-smallevaluation_mode=fine-tuned, model_type=student, version=small2021.01 | 91.42 | 91.42 | 91.42 | |
| A2TFT-xlingualevaluation_mode=fine-tuned, model_type=student, version=cross-lingual2021.01 | 90.58 | 90.58 | 90.58 | |
| Distributional2021.01 | 84 | 59.8 | 69.9 | |
| A2T(> 0.05)evaluation_mode=zero-shot, confidence_threshold=> 0.052021.01 | 83.2 | 81.03 | 82.1 | |
| BabelDomains2021.01 | 81.7 | 68.7 | 74.6 | |
| A2Tevaluation_mode=zero-shot2021.01 | 81.62 | 81.62 | 81.62 |