Binary Condescension Detection 벤치마크
Binary Condescension Detection on DPM
| Rank | Model | F1-score | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | BERT-PCL | 63.69 | PALI-NLP at SemEval-2022 Task 4: Discriminative Fine-tuning of Transformers for Patronizing and Condescending Language Detection | 2022 | |
| 2 | Prompt | 61.9 | BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection | 2022 | |
| 3 | MTMW (UNC+SPAN) | 57.89 | DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection | dhfbk/pcl-detection-disagreement | |
| 4 | ensemble model (BigBird and MPNet) | 55.1 | AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models | aliedalat/semeval-2022-task-4-pcl-detection | |
| 5 | RoBERTa Baseline | 49.1 | SemEval-2022 Task 4: Patronizing and Condescending Language Detection |