Text Classification on SciERC
82.4F1 ScoreFE-MLM + Subword
Evaluation results
| Method | Links | |
|---|---|---|
| FE-MLM + SubwordMasking Unit=Subword, Masking Strategy=Fully-Explored MLM, Domain Pre-training=Computer Science2020.10 | 82.4 | |
| FE-MLM + SpanMasking Unit=Span, Masking Strategy=Fully-Explored MLM, Domain Pre-training=Computer Science2020.10 | 81.99 | |
| MLM + SubwordMasking Unit=Subword, Masking Strategy=Standard MLM, Domain Pre-training=Computer Science2020.10 | 81.51 | |
| MLM + SpanMasking Unit=Span, Masking Strategy=Standard MLM, Domain Pre-training=Computer Science2020.10 | 81.33 | |
| DAPTDomain Pre-training=Computer Science, Masking Strategy=Standard MLM2020.10 | 80.8 | |
| RoBERTaDomain Pre-training=None, Masking Strategy=Standard MLM2020.10 | 77.3 |