Paragraph Segmentation on YTSegPara (test)
50.5F1MiniSeg (Wiki → YT)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MiniSeg (Wiki → YT)Training Strategy=Hierarchical2025.12 | 50.5 | 44.5 | 32.2 | |
| MiniSeg (YT)Training Strategy=Hierarchical2025.12 | 47.9 | 42.2 | 33.4 | |
| MiniSeg (Wiki → TED)Training Strategy=Single-task, Evaluation Context=Scored within oracle chapter spans2025.12 | 35.7 | 32.2 | 43.6 | |
| Random BaselineNote=oracle knowledge of the number of chapters and paragraph-break rate2025.12 | 26.3 | 26.6 | 51.3 |