Research Article
Enhancement of Target-Oriented Opinion Words Extraction with Multiview-Trained Machine Reading Comprehension Model
Table 8
Comparison with existing works (2).
| Models | 15res | 16res | | | | | | |
| Distance-rule | 54.12 | 39.96 | 45.97 | 61.90 | 44.57 | 51.83 | Dependency-rule | 65.49 | 48.88 | 55.98 | 76.03 | 56.19 | 64.62 | BiLSTM | 60.46 | 63.65 | 62.00 | 68.68 | 70.51 | 69.57 | Pipeline | 74.75 | 60.65 | 66.97 | 81.46 | 67.81 | 74.01 | TC-BiLSTM | 66.06 | 60.16 | 62.94 | 73.46 | 72.88 | 73.10 | IOG | 76.06 | 70.71 | 73.25 | 85.25 | 78.51 | 81.69 | LOTN | 76.61 | 70.29 | 73.29 | 86.57 | 80.89 | 83.62 | TS-GCN | 81.08 | 75.65 | 78.28 | 85.15 | 83.04 | 84.08 | ONG | 76.63 | 81.14 | 78.81 | 87.72 | 84.38 | 86.01 | MRC-MVT | 82.04 | 81.54 | 81.79 | 90.60 | 88.19 | 89.38 |
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