Explanation Generation on Student
4.56PPLTalkToModel
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TalkToModel2026.04 | 4.56 | 0.56 | 35 | 15 | 7 | 21 | — | — | — | — | — | — | |
| Templated Expl.2026.04 | 5.24 | 0.58 | 41 | 15 | 7 | 20 | 14 | — | 81 | 63.36 | 1.64 | 12.84 | |
| Explingo Narr.Prompting=Few-shot, Mode=Narratives2026.04 | 9.81 | 0.95 | 67 | 14 | 8 | 40 | 28 | 24,857 | 65 | 103.6 | 1.31 | 30.05 | |
| XAIstories Narr.Mode=Narratives2026.04 | 12.1 | 0.97 | 69 | 17 | 8 | 38 | 27 | 85,370 | 54 | 86.44 | 1.06 | 16.71 | |
| XAIstories2026.04 | 12.42 | 0.97 | 69 | 17 | 7 | 37 | 22 | 299,401 | 40 | 79.99 | 0.78 | 12.36 | |
| Explingo Z-SPrompting=Zero-shot2026.04 | 12.66 | 0.95 | 71 | 15 | 8 | 37 | 24 | 13,665 | 60 | 85.17 | 1.08 | 23.71 | |
| ExplingoPrompting=Few-shot2026.04 | 22.67 | 0.94 | 68 | 12 | 8 | 28 | — | — | — | — | — | — |