Text Readability Assessment on Newsela
0.906Pearson Correlation (ρ)ASL
Evaluation Results
| Method | Links | |
|---|---|---|
| ASLSetting=unsupervised2019.07 | 0.906 | |
| TCN RSRSVariant=balanced, Setting=unsupervised2019.07 | 0.894 | |
| TCN RSRSVariant=simple, Setting=unsupervised2019.07 | 0.894 | |
| RLM RSRSVariant=simple, Setting=unsupervised2019.07 | 0.893 | |
| RLM RSRSVariant=balanced, Setting=unsupervised2019.07 | 0.89 | |
| RLM RSRSVariant=normal, Setting=unsupervised2019.07 | 0.886 | |
| TCN RSRSVariant=normal, Setting=unsupervised2019.07 | 0.886 | |
| ARISetting=unsupervised2019.07 | 0.875 | |
| FKGLSetting=unsupervised2019.07 | 0.865 | |
| GFISetting=unsupervised2019.07 | 0.849 | |
| SMOGSetting=unsupervised2019.07 | 0.813 | |
| DCRFSetting=unsupervised2019.07 | 0.735 | |
| BERT RSRSSetting=unsupervised2019.07 | 0.674 | |
| TCN perplexityVariant=simple, Setting=unsupervised2019.07 | 0.566 | |
| TCN perplexityVariant=balanced, Setting=unsupervised2019.07 | 0.537 | |
| RLM perplexityVariant=balanced, Setting=unsupervised2019.07 | 0.512 | |
| RLM perplexityVariant=simple, Setting=unsupervised2019.07 | 0.47 | |
| RLM perplexityVariant=normal, Setting=unsupervised2019.07 | 0.341 | |
| TCN perplexityVariant=normal, Setting=unsupervised2019.07 | 0.25 | |
| BERT perplexitySetting=unsupervised2019.07 | -0.673 | |
| FRESetting=unsupervised2019.07 | -0.775 |