Aspect-based summarization results on the test set. The last row shows the average performance.
| . | TextRank . | PreSumm . | Extractive Oracle . | ||||||
|---|---|---|---|---|---|---|---|---|---|
| . | R-1 . | R-2 . | R-L . | R-1 . | R-2 . | R-L . | R-1 . | R-2 . | R-L . |
| Album | 19.56 | 2.81 | 17.26 | 22.76 | 6.31 | 20.27 | 37.72 | 12.58 | 33.19 |
| Animal | 18.00 | 3.16 | 16.05 | 27.11 | 8.08 | 25.01 | 34.82 | 10.52 | 31.01 |
| Artist | 17.22 | 2.49 | 15.58 | 21.79 | 3.76 | 20.00 | 41.49 | 15.04 | 37.64 |
| Building | 23.91 | 4.96 | 21.85 | 24.99 | 5.97 | 23.24 | 41.95 | 14.31 | 38.28 |
| Company | 22.92 | 3.70 | 20.65 | 22.28 | 4.08 | 20.50 | 40.20 | 12.30 | 36.16 |
| EducationalInstitution | 21.47 | 4.29 | 19.24 | 24.17 | 6.70 | 21.96 | 39.11 | 14.04 | 35.18 |
| Event | 26.64 | 5.67 | 24.08 | 28.31 | 7.69 | 26.20 | 46.17 | 16.90 | 41.87 |
| Film | 21.25 | 3.81 | 19.14 | 20.58 | 5.34 | 18.86 | 40.24 | 13.78 | 36.14 |
| Group | 22.30 | 3.62 | 20.20 | 25.51 | 4.97 | 23.51 | 41.36 | 13.23 | 37.56 |
| HistoricPlace | 18.96 | 3.71 | 17.51 | 27.40 | 8.08 | 25.69 | 37.78 | 10.83 | 34.65 |
| Infrastructure | 20.40 | 3.27 | 18.39 | 27.86 | 9.24 | 25.80 | 36.04 | 10.00 | 32.25 |
| MeanOfTransportation | 21.20 | 3.93 | 19.31 | 24.52 | 7.04 | 22.72 | 41.13 | 13.70 | 37.45 |
| OfficeHolder | 18.45 | 3.15 | 16.77 | 19.63 | 5.24 | 18.12 | 39.60 | 14.70 | 36.04 |
| Plant | 18.73 | 3.02 | 16.84 | 25.29 | 6.30 | 23.20 | 34.93 | 9.66 | 31.31 |
| Single | 17.96 | 2.67 | 15.86 | 22.06 | 6.78 | 19.98 | 36.51 | 11.57 | 31.88 |
| SoccerPlayer | 14.79 | 2.36 | 12.89 | 12.89 | 1.86 | 12.05 | 31.06 | 8.00 | 27.08 |
| Software | 24.54 | 4.56 | 22.05 | 20.51 | 5.15 | 18.82 | 42.79 | 13.96 | 38.30 |
| TelevisionShow | 19.77 | 3.21 | 17.68 | 19.20 | 3.53 | 17.42 | 40.35 | 13.47 | 35.67 |
| Town | 17.89 | 3.56 | 16.50 | 19.76 | 4.39 | 16.87 | 33.21 | 10.31 | 30.70 |
| WrittenWork | 23.39 | 3.89 | 21.14 | 22.19 | 4.33 | 20.15 | 42.66 | 13.93 | 38.16 |
| AVG | 20.47 | 3.59 | 18.45 | 22.94 | 5.74 | 21.02 | 38.95 | 12.64 | 35.03 |
| . | TextRank . | PreSumm . | Extractive Oracle . | ||||||
|---|---|---|---|---|---|---|---|---|---|
| . | R-1 . | R-2 . | R-L . | R-1 . | R-2 . | R-L . | R-1 . | R-2 . | R-L . |
| Album | 19.56 | 2.81 | 17.26 | 22.76 | 6.31 | 20.27 | 37.72 | 12.58 | 33.19 |
| Animal | 18.00 | 3.16 | 16.05 | 27.11 | 8.08 | 25.01 | 34.82 | 10.52 | 31.01 |
| Artist | 17.22 | 2.49 | 15.58 | 21.79 | 3.76 | 20.00 | 41.49 | 15.04 | 37.64 |
| Building | 23.91 | 4.96 | 21.85 | 24.99 | 5.97 | 23.24 | 41.95 | 14.31 | 38.28 |
| Company | 22.92 | 3.70 | 20.65 | 22.28 | 4.08 | 20.50 | 40.20 | 12.30 | 36.16 |
| EducationalInstitution | 21.47 | 4.29 | 19.24 | 24.17 | 6.70 | 21.96 | 39.11 | 14.04 | 35.18 |
| Event | 26.64 | 5.67 | 24.08 | 28.31 | 7.69 | 26.20 | 46.17 | 16.90 | 41.87 |
| Film | 21.25 | 3.81 | 19.14 | 20.58 | 5.34 | 18.86 | 40.24 | 13.78 | 36.14 |
| Group | 22.30 | 3.62 | 20.20 | 25.51 | 4.97 | 23.51 | 41.36 | 13.23 | 37.56 |
| HistoricPlace | 18.96 | 3.71 | 17.51 | 27.40 | 8.08 | 25.69 | 37.78 | 10.83 | 34.65 |
| Infrastructure | 20.40 | 3.27 | 18.39 | 27.86 | 9.24 | 25.80 | 36.04 | 10.00 | 32.25 |
| MeanOfTransportation | 21.20 | 3.93 | 19.31 | 24.52 | 7.04 | 22.72 | 41.13 | 13.70 | 37.45 |
| OfficeHolder | 18.45 | 3.15 | 16.77 | 19.63 | 5.24 | 18.12 | 39.60 | 14.70 | 36.04 |
| Plant | 18.73 | 3.02 | 16.84 | 25.29 | 6.30 | 23.20 | 34.93 | 9.66 | 31.31 |
| Single | 17.96 | 2.67 | 15.86 | 22.06 | 6.78 | 19.98 | 36.51 | 11.57 | 31.88 |
| SoccerPlayer | 14.79 | 2.36 | 12.89 | 12.89 | 1.86 | 12.05 | 31.06 | 8.00 | 27.08 |
| Software | 24.54 | 4.56 | 22.05 | 20.51 | 5.15 | 18.82 | 42.79 | 13.96 | 38.30 |
| TelevisionShow | 19.77 | 3.21 | 17.68 | 19.20 | 3.53 | 17.42 | 40.35 | 13.47 | 35.67 |
| Town | 17.89 | 3.56 | 16.50 | 19.76 | 4.39 | 16.87 | 33.21 | 10.31 | 30.70 |
| WrittenWork | 23.39 | 3.89 | 21.14 | 22.19 | 4.33 | 20.15 | 42.66 | 13.93 | 38.16 |
| AVG | 20.47 | 3.59 | 18.45 | 22.94 | 5.74 | 21.02 | 38.95 | 12.64 | 35.03 |