Targeted Sentiment Analysis on REST
76.14PrecisionSPAN-pipeline
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPAN-pipelineBackbone=BERT-Large, Modeling Strategy=pipeline2019.06 | 76.14 | 73.74 | 74.92 | |
| SPAN-jointBackbone=BERT-Large, Modeling Strategy=joint2019.06 | 72.32 | 72.61 | 72.47 | |
| TAG-pipelineBackbone=BERT-Large, Tagging Scheme=BIO/+/0, Modeling Strategy=pipeline2019.06 | 71.66 | 76.45 | 73.98 | |
| TAG-jointBackbone=BERT-Large, Tagging Scheme=BIO/+/0, Modeling Strategy=joint2019.06 | 71.47 | 75.62 | 73.49 | |
| TAG-collapsedBackbone=BERT-Large, Tagging Scheme=collapsed, Modeling Strategy=collapsed2019.06 | 71.05 | 75.84 | 73.35 | |
| UNIFIEDTagging Scheme=collapsed2019.06 | 68.64 | 71.01 | 69.8 | |
| SPAN-collapsedBackbone=BERT-Large, Modeling Strategy=collapsed2019.06 | 63.63 | 53.04 | 57.85 |