Text Simplification on ASSET
Metric: SARI (EASSE>=0.2.1) (higher is better)
Metric: SARI (EASSE>=0.2.1) (higher is better)
| # | Model↕ | SARI (EASSE>=0.2.1)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GPT-175B (15 SARI-selected examples, random ordering) | 47.94 | No | Metric-Based In-context Learning: A Case Study i... | 2023-07-27 | Code |
| 2 | MUSS (BART+ACCESS Supervised) | 44.15 | No | MUSS: Multilingual Unsupervised Sentence Simplif... | 2020-05-01 | Code |
| 3 | Control Prefixes (BART) | 43.58 | No | Control Prefixes for Parameter-Efficient Text Ge... | 2021-10-15 | Code |
| 4 | TST | 43.21 | No | Text Simplification by Tagging | 2021-03-08 | Code |
| 5 | MUSS (BART+ACCESS Unsupervised) | 42.65 | No | MUSS: Multilingual Unsupervised Sentence Simplif... | 2020-05-01 | Code |
| 6 | ACCESS | 40.13 | No | Controllable Sentence Simplification | 2019-10-07 | Code |
| 7 | DMASS-DCSS | 38.67 | No | Integrating Transformer and Paraphrase Rules for... | 2018-10-26 | Code |
| 8 | Dress-LS | 36.59 | No | Sentence Simplification with Deep Reinforcement ... | 2017-03-31 | Code |
| 9 | UNTS (Unsupervised) | 35.19 | No | Unsupervised Neural Text Simplification | 2018-10-18 | Code |
| 10 | PBMT-R | 34.63 | No | - | - | - |