Aspect Sentiment Triplet Extraction on 14Lap ASTE V1 (test)
63.69PrecisionJET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JETM=22020.10 | 63.69 | 23.27 | 34.08 | |
| JETM=52020.10 | 59.5 | 33.88 | 43.17 | |
| JET^oM=6, Word Representation=BERT2020.10 | 58.47 | 43.67 | 50 | |
| JETM=62020.10 | 57.98 | 36.33 | 44.67 | |
| JETM=42020.10 | 57.46 | 31.43 | 40.63 | |
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 57.39 | 53.88 | 55.58 | |
| JET^oM=32020.10 | 55.37 | 33.67 | 41.88 | |
| JETM=32020.10 | 54.18 | 30.41 | 38.95 | |
| JET^oM=52020.10 | 52.36 | 40.82 | 45.87 | |
| JET^oM=62020.10 | 52.01 | 39.59 | 44.96 | |
| JETM=6, Word Representation=BERT2020.10 | 51.48 | 42.65 | 46.65 | |
| JET^oM=22020.10 | 50.43 | 23.88 | 32.41 | |
| JET^oM=42020.10 | 49.86 | 36.33 | 42.03 | |
| Li-unified-R2020.10 | 42.25 | 42.78 | 42.47 | |
| Li-unified-RTagging Schema=unified tagging2021.01 | 42.25 | 42.78 | 42.47 | |
| Peng et al. (2019)2020.10 | 40.4 | 47.24 | 43.5 | |
| Peng-two-stageTagging Schema=unified tagging2021.01 | 40.4 | 47.24 | 43.5 | |
| CMLA+2020.10 | 31.4 | 34.6 | 32.9 | |
| CMLA2021.01 | 31.4 | 34.6 | 32.9 | |
| RINANTE+2020.10 | 23.1 | 17.6 | 20 | |
| RINANTE2021.01 | 23.1 | 17.6 | 20 |