Newsela
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sentence Simplification | Newsela (test) | SARI70.13 | 61 | |
| Text Readability Assessment | Newsela | Pearson Correlation (ρ)0.906 | 21 | |
| Readability Assessment | Newsela | Rank1 | 21 | |
| Text Simplification | Newsela auto (test) | SARI99.9 | 20 | |
| Sentence alignment classification (aligned & partial vs. others) | NEWSELA-MANUAL (test) | Precision98.66 | 14 | |
| Sentence Simplification (Overall-Rewriting) | Newsela (out-of-domain) | LENS Score64.9 | 9 | |
| Text Simplification | Newsela (test) | FKGL3.2 | 8 | |
| Correlation with Human Judgments | NEWSELA LIKERT | Fluency Correlation0.655 | 7 | |
| Word alignment | Newsela Sure and Possible (S + P) (test) | F1 Score79.8 | 7 | |
| Supervised Word Alignment | Newsela (test) | F1 Score84.6 | 7 | |
| Text Simplification | NEWSELA old (test) | Fluency Score3.98 | 5 | |
| Readability Classification | Newsela (test) | Weighted F1-Score81.01 | 5 | |
| Sentence Simplification | Newsela (200 randomly selected sentences) | Fluency3.5 | 5 | |
| Pairwise Ranking | NewsEla-En | NDCG0.999 | 4 | |
| Sentence Simplification | Newsela Spanish (test) | SARI36.19 | 4 | |
| Document-level simplification | Newsela (200 held-out documents) | Agg-LENS48 | 3 | |
| Document-level simplification | Newsela 200 documents (held-out) | Agg-LENS46.2 | 3 | |
| Pair-wise Ranking | NewsEla-Es (test) | NDCG0.996 | 2 | |
| Classification | NewsEla-En | Weighted F10.81 | 2 |
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