Question-Answer Pair Categorization on ARC (test)
67Recall@5TagRec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TagRecInput Backbone=BERT, Label Representation=USE2021.07 | 67 | 81 | 86 | 89 | |
| TagRecInput Backbone=BERT, Label Representation=Sent_BERT2021.07 | 65 | 77 | 84 | 88 | |
| BERT classification (prototypical embeddings)type=prototypical clustering2021.07 | 64 | 75 | 80 | 83 | |
| BERT + GloVe2021.07 | 56 | 73 | 82 | 86 | |
| BERT + sent2vec2021.07 | 55 | 72 | 81 | 87 | |
| Twin BERT2021.07 | 46 | 63 | 72 | 78 | |
| Pretrained Sent_BERT2021.07 | 31 | 46 | 54 | 59 | |
| BERT classification (label relation)type=flat classification2021.07 | 27 | 37 | 42 | 49 |