Bias Reduction on COVID-19 vaccine dataset m=200
4.66Bias (β̂^A)GPT-3.5-Turbo-0125
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPT-3.5-Turbo-0125Prompt=Basic2024.12 | 4.66 | 1.78 | -0.12 | 0.401 | |
| GPT-3.5-Turbo-0613Prompt=Basic2024.12 | 10.13 | -1.07 | -0.18 | 0.999 | |
| GPT-3.5-Turbo-0125Prompt=COT2024.12 | 36.91 | 17.67 | -0.92 | 0.022 | |
| GPT-4o Fine-tunedPrompt=Basic2024.12 | 55.09 | 34 | -2.73 | 0 | |
| GPT-3.5-Turbo-0613Prompt=COT2024.12 | 55.12 | 28.44 | -0.92 | 0.015 | |
| GPT-4oPrompt=Basic2024.12 | 58.44 | 37.61 | -1.31 | 0.0003 | |
| GPT-4oPrompt=COT2024.12 | 59.82 | 32.62 | -1.42 | 0.0008 | |
| GPT-4Prompt=Basic2024.12 | 61.05 | 41.6 | -1.91 | 0 | |
| GPT-4oPrompt=FS2024.12 | 63 | 41.61 | -1.71 | 0 | |
| GPT-4Prompt=COT2024.12 | 68.24 | 40.2 | -1.5 | 0.0003 |