Paper | Code | Accuracy | Micro-F1 | Macro-F1 | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction | ✓ Link | 0.601 | 0.713 | 0.578 | SpanEmo | 2021-01-25 |
Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge | 0.591 | 0.713 | 0.549 | BERT+DK | 2019-11-01 | |
EmoGraph: Capturing Emotion Correlations using Graph Networks | 0.589 | 0.707 | 0.563 | BERT-GCN | 2020-08-21 | |
Practical Text Classification With Large Pre-Trained Language Models | ✓ Link | 0.561 | Transformer (finetune) | 2018-12-04 |