Self-Disclosure Detection on Self-Disclosure Corpus 1.0 (test)
80Age AccuracyGPT-4
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4Model Version=GPT-4-0125-preview, Protocol=Prompted2023.11 | 80 | 74.42 | 70.59 | 57.14 | 54.35 | 42.55 | 64.52 | 54.55 | 52.75 | 58.25 | 38.02 | 52.73 | 68.97 | 51.06 | 48.28 | 42.86 | 69.57 | 57.68 | |
| RoBERTaBackbone=RoBERTa-large, Protocol=Fine-tuned2023.11 | 72.46 | 84.21 | 60 | 61.11 | 71.26 | 64.41 | 66.67 | 68.66 | 64.44 | 58.7 | 56.84 | 64.71 | 75 | 68.09 | 46.15 | 41.1 | 76.19 | 64.71 | |
| DeBERTaBackbone=DeBERTaV3-large, Protocol=Fine-tuned2023.11 | 70.77 | 70.27 | 82.35 | 72.73 | 73.33 | 67.74 | 75.86 | 71.43 | 65.22 | 49.02 | 58.82 | 63.16 | 70.59 | 69.23 | 55.17 | 43.08 | 58.33 | 65.71 |