Targeted Sentiment Analysis on LAPTOP
69.46PrecisionSPAN-pipeline
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPAN-pipelineBackbone=BERT-Large, Modeling Strategy=pipeline2019.06 | 69.46 | 66.72 | 68.06 | |
| SPAN-jointBackbone=BERT-Large, Modeling Strategy=joint2019.06 | 67.41 | 61.99 | 64.59 | |
| TAG-pipelineBackbone=BERT-Large, Tagging Scheme=BIO/+/0, Modeling Strategy=pipeline2019.06 | 65.84 | 67.19 | 66.51 | |
| TAG-jointBackbone=BERT-Large, Tagging Scheme=BIO/+/0, Modeling Strategy=joint2019.06 | 65.43 | 66.56 | 65.99 | |
| TAG-collapsedBackbone=BERT-Large, Tagging Scheme=collapsed, Modeling Strategy=collapsed2019.06 | 63.71 | 66.83 | 65.23 | |
| UNIFIEDTagging Scheme=collapsed2019.06 | 61.27 | 54.89 | 57.9 | |
| SPAN-collapsedBackbone=BERT-Large, Modeling Strategy=collapsed2019.06 | 50.08 | 47.32 | 48.66 |