Political Perspective Detection on SemEval (test)
0.9145AccuracyKALM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KALMtype=Knowledge-Aware LM2022.10 | 0.9145 | 0.8765 | |
| Task-specific baseline SOTA2022.10 | 0.899 | 0.8611 | |
| KGAPtype=Knowledge-Aware LM2022.10 | 0.8773 | 0.82 | |
| Pretrained Language Model (BestLM)2022.10 | 0.8699 | 0.8062 | |
| GreaseLMtype=Knowledge-Aware LM2022.10 | 0.8664 | 0.8032 | |
| KELMtype=Knowledge-Aware LM2022.10 | 0.864 | 0.8398 | |
| GreaseLM+type=Knowledge-Aware LM2022.10 | 0.8566 | 0.7723 | |
| KnowBERTtype=Knowledge-Aware LM2022.10 | 0.8473 | 0.7572 | |
| Joshi et al.type=Knowledge-Aware LM2022.10 | 0.8188 | 0.7715 |