Opinion Summarization on Amazon
40.55ROUGE-1Oracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OracleMode=comb.2021.04 | 40.55 | 8.77 | 23.33 | |
| BIMEANVAEAggregation=COOP, #Param=13M2021.04 | 36.57 | 7.23 | 21.24 | |
| OracleMode=single2021.04 | 35.44 | 7.71 | 20.74 | |
| OptimusAggregation=COOP, #Param=239M2021.04 | 35.32 | 6.22 | 19.84 | |
| QTCategory=Extractive2021.04 | 34.04 | 7.03 | 18.08 | |
| BIMEANVAEAggregation=SimpleAvg, #Param=13M2021.04 | 33.6 | 6.64 | 20.87 | |
| OptimusAggregation=SimpleAvg, #Param=239M2021.04 | 33.54 | 6.18 | 19.34 | |
| PlanSumCategory=Weakly Supervised2021.04 | 32.87 | 6.12 | 19.05 | |
| CopyCatCategory=Abstractive2021.04 | 31.97 | 5.81 | 20.16 | |
| MeanSumAggregation=SimpleAvg, #Param=28M2021.04 | 29.2 | 4.7 | 18.15 | |
| LexRankCategory=Extractive2021.04 | 28.74 | 5.47 | 16.75 | |
| OpinosisCategory=Abstractive2021.04 | 28.42 | 4.57 | 15.5 | |
| TextVAEAggregation=SimpleAvg, #Param=13M2021.04 | 22.87 | 2.75 | 14.46 |