Text Simplification On Turkcorpus
Metrics
BLEU
FKGL
SARI (EASSEu003e=0.2.1)
Results
Performance results of various models on this benchmark
Model Name | BLEU | FKGL | SARI (EASSEu003e=0.2.1) | Paper Title | Repository |
|---|---|---|---|---|---|
| GPT-175B (6 SARI-selected examples, high/low) | 79.83 | 9.33 | 43.46 | - | - |
| SEMoses | 74.49 | - | 36.70 | - | - |
| Pointer + Multi-task Entailment and Paraphrase Generation | 81.49 | - | 37.45 | - | - |
| UNMT (Unsupervised) | 74.02 | - | 37.20 | - | - |
| DMASS-DCSS | - | - | 40.45 | - | - |
| NTS-SARI | 80.69 | - | 37.25 | - | - |
| EditNTS | 86.69 | - | 38.22 | - | - |
| BART | - | - | - | - | - |
| Dress | 77.18 | - | 37.08 | - | - |
| UNTS-10k (Weakly supervised) | - | - | 37.15 | - | - |
| UNTS (Unsupervised) | - | - | 36.29 | - | - |
| PBMT-R | - | - | 38.04 | - | - |
| MUSS (BART+ACCESS Unsupervised) | - | 8.79 | 40.85 | - | - |
| NSELSTM-B | 92.02 | - | 33.43 | - | - |
| SeqLabel | - | - | 37.08* | - | - |
| NSELSTM-S | 80.43 | - | 36.88 | - | - |
| ACCESS | 72.53 | - | 41.38 | - | - |
| Hybrid | 48.97* | - | 31.40* | - | - |
| SBMT-SARI | 73.08* | - | 39.56 | - | - |
| Control Prefixes (BART) | - | 7.74 | 42.32 | - | - |
0 of 25 row(s) selected.