Sentence Alignment Classification on NEWSELA-MANUAL (test)
98.66PrecisionJaccardAlign
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| JaccardAlignModel Category=Similarity-based with alignment strategy, Alignment Strategy=Greedy2020.05 | 98.66 | 67.58 | 80.22 | |
| Our CRF AlignerModel Category=Neural CRF aligner2020.05 | 97.86 | 93.43 | 95.59 | |
| TF-IDFModel Category=Similarity-based2020.05 | 96.24 | 83.05 | 89.16 | |
| MASSAlignModel Category=Similarity-based with alignment strategy, Alignment Strategy=Dynamic programming2020.05 | 95.49 | 82.27 | 88.39 | |
| JaccardModel Category=Similarity-based2020.05 | 94.93 | 76.69 | 84.84 | |
| LRModel Category=Similarity-based2020.05 | 93.11 | 84.96 | 88.85 | |
| CATSModel Category=Similarity-based with alignment strategy, Alignment Strategy=Greedy2020.05 | 88.56 | 91.31 | 89.92 | |
| Our CRF AlignerModel Category=Neural CRF aligner2020.05 | 87.56 | 89.55 | 88.54 | |
| JaccardModel Category=Similarity-based2020.05 | 73.43 | 75.61 | 74.51 | |
| LRModel Category=Similarity-based2020.05 | 73.21 | 74.74 | 73.97 | |
| TF-IDFModel Category=Similarity-based2020.05 | 66.78 | 69.69 | 68.2 | |
| JaccardAlignModel Category=Similarity-based with alignment strategy, Alignment Strategy=Greedy2020.05 | 51.34 | 86.76 | 64.51 | |
| MASSAlignModel Category=Similarity-based with alignment strategy, Alignment Strategy=Dynamic programming2020.05 | 40.98 | 87.11 | 55.74 | |
| CATSModel Category=Similarity-based with alignment strategy, Alignment Strategy=Greedy2020.05 | 38.29 | 97.39 | 54.97 |