Confidence Shift Estimation on Translation Student Task Cooperative Setting
48Avg Proportion Shift (Pedagogical)Claude 3.5 Sonnet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Claude 3.5 SonnetPrompt=CoT2026.07 | 48 | 68 | |
| GPT-4oPrompt=CoT2026.07 | 42 | 65 | |
| APVPrompt=CoT2026.07 | 38 | 71 | |
| Claude 3.5 SonnetPrompt=Direct2026.07 | 31 | 45 | |
| GPT-4oPrompt=Direct2026.07 | 28 | 41 | |
| APVPrompt=Direct2026.07 | 25 | 46 |