Question-Answer Pair Categorization on QC-Science (test)
86Recall@5TagRec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TagRecInput Backbone=BERT, Label Representation=USE2021.07 | 86 | 92 | 95 | 96 | |
| TagRecInput Backbone=BERT, Label Representation=Sent_BERT2021.07 | 85 | 93 | 95 | 97 | |
| BERT classification (prototypical embeddings)type=prototypical clustering2021.07 | 83 | 91 | 93 | 95 | |
| BERT + sent2vec2021.07 | 79 | 89 | 93 | 95 | |
| BERT + GloVe2021.07 | 76 | 87 | 92 | 94 | |
| Twin BERT2021.07 | 72 | 86 | 91 | 94 | |
| BERT classification (label relation)type=flat classification2021.07 | 39 | 50 | 57 | 63 | |
| Pretrained Sent_BERT2021.07 | 30 | 40 | 47 | 52 |