Sentence Selection on NewsQA (dev)
94.6AccuracyDynamic Selector
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, score normalization (N)=true, avg sentences selected=3.92018.05 | 94.6 | — | — | — | |
| Top k (Minimal Selector)weight transfer (T)=true, data modification (M)=true, k=42018.05 | 92.5 | — | — | — | |
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, score normalization (N)=true, avg sentences selected=2.92018.05 | 91.8 | — | — | — | |
| Top k (Minimal Selector)weight transfer (T)=true, data modification (M)=true, k=32018.05 | 89.7 | — | — | — | |
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, avg sentences selected=3.92018.05 | 89.4 | — | — | — | |
| Dynamic Selectorweight transfer (T)=true, data modification (M)=true, avg sentences selected=2.92018.05 | 84.9 | — | — | — | |
| Top k (Minimal Selector)weight transfer (T)=true, data modification (M)=true, k=12018.05 | 70.9 | — | — | — | |
| Minimal Selector2018.05 | — | 63.2 | 75.5 | 85.1 | |
| Minimal Selectorweight transfer (T)=true2018.05 | — | 67.1 | 78.5 | 87.9 | |
| Minimal Selectorweight transfer (T)=true, data modification (M)=true, score normalization (N)=true2018.05 | — | 70.9 | 81.1 | 89.7 | |
| TF-IDF2018.05 | — | 49.8 | 63.7 | 72.1 |