Sentence Simplification on WikiLarge (test)
41.87SARIACCESS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ACCESSNbChars=0.95, LevSim=0.75, WordRank=0.752019.10 | 41.87 | — | 7.22 | — | — | — | — | |
| DMASS+DCSS2019.10 | 40.45 | — | 8.04 | — | — | — | — | |
| SBMT-SARI2017.03 | 39.96 | 73.08 | 7.29 | — | — | — | — | |
| SBMT-SARI2018.04 | 39.96 | 73.08 | — | — | — | — | — | |
| SBMT+PPDB+SARI2019.10 | 39.96 | — | 7.29 | — | — | — | — | |
| PBMT-R2017.03 | 38.56 | 81.11 | 8.33 | — | — | — | — | |
| PBMT-R2018.04 | 38.56 | 81.11 | — | — | — | — | — | |
| PBMT-R2019.10 | 38.56 | — | 8.33 | — | — | — | — | |
| Pointer+Ent+Par2019.10 | 37.45 | — | — | — | — | — | — | |
| DRESS-LS2017.03 | 37.27 | 80.12 | 6.62 | — | — | — | — | |
| DRESS-LSLexical Simplification=true2018.04 | 37.27 | 80.12 | — | — | — | — | — | |
| DRESS-LS2019.10 | 37.27 | — | 6.62 | — | — | — | — | |
| NTS+SARI2019.10 | 37.25 | — | — | — | — | — | — | |
| DRESS2017.03 | 37.08 | 77.18 | 6.58 | — | — | — | — | |
| DRESS2018.04 | 37.08 | 77.18 | — | — | — | — | — | |
| NSELSTM-SOptimization=SARI2018.04 | 36.88 | 80.43 | — | — | — | — | — | |
| NSELSTM-S2019.10 | 36.88 | — | — | — | — | — | — | |
| EncDecA2017.03 | 35.66 | 88.85 | 8.41 | — | — | — | — | |
| LSTMLSTM-SOptimization=SARI2018.04 | 35.45 | 81.95 | — | — | — | — | — | |
| LSTMLSTM-BOptimization=Basic2018.04 | 34.22 | 88.81 | — | — | — | — | — | |
| NSELSTM-BOptimization=Basic2018.04 | 33.43 | 92.02 | — | — | — | — | — | |
| Hybrid2017.03 | 31.4 | 48.97 | 4.56 | — | — | — | — | |
| HYBRID2018.04 | 31.4 | 48.97 | — | — | — | — | — | |
| Hybrid2019.10 | 31.4 | — | 4.56 | — | — | — | — | |
| DMASS+DCSS2019.06 | — | — | — | 4.39 | 3.97 | 2.8 | 3.72 | |
| DRESS2019.06 | — | — | — | 4.63 | 4.01 | 3.07 | 3.9 | |
| DRESS-LSlexical_simplification=true2017.03 | — | — | — | 3.7 | 3.28 | 3.42 | 3.46 | |
| EditNTS2019.06 | — | — | — | 4.76 | 4.45 | 3.18 | 4.13 | |
| Hybridtype=sentence splitting and deletion + PBMT-R2017.03 | — | — | — | 2.6 | 2.42 | 3.52 | 2.85 | |
| Hybrid2019.06 | — | — | — | 3.41 | 3.01 | 3.31 | 3.24 | |
| PBMT-Rtype=phrase-based machine translation with reranking2017.03 | — | — | — | 3.68 | 3.63 | 2.7 | 3.34 | |
| PBMT-R2019.06 | — | — | — | 4.38 | 4.05 | 2.28 | 3.57 | |
| Referencetype=Gold standard2017.03 | — | — | — | 3.79 | 3.72 | 2.86 | 3.46 | |
| Reference2019.06 | — | — | — | 4.39 | 4.11 | 2.62 | 3.71 | |
| SBMT-SARItype=syntax-based translation model tuned with SARI2017.03 | — | — | — | 3.34 | 3.51 | 2.77 | 3.21 | |
| SBMT-SARI2019.06 | — | — | — | 4.25 | 3.96 | 2.61 | 3.61 | |
| seq-label2019.06 | — | — | — | 3.91 | 4.11 | 2.97 | 3.66 |