Coreference Resolution on STM corpus five-fold cross validation (test)
64.5MUC PrecisionBFCR_Span (sequential transfer learning)
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BFCR_Span (sequential transfer learning)Training data=Onto -> STM2021.01 | 64.5 | 63.5 | 63.9 | 61 | 60 | 60.4 | 60.5 | 59.6 | 60 | 62 | 61 | 61.4 | |
| BFCR_SciTraining data=STM2021.01 | 61.9 | 40.2 | 48.6 | 59.7 | 36.1 | 44.9 | 61.7 | 36.9 | 46 | 61.1 | 37.7 | 46.5 | |
| BFCR_SpanTraining data=STM2021.01 | 61.6 | 45.6 | 52.3 | 59.8 | 41.5 | 48.8 | 57.9 | 44.4 | 50 | 59.8 | 43.8 | 50.4 | |
| SCIIETraining data=STM2021.01 | 60.3 | 45.2 | 51.6 | 57.6 | 41.7 | 48.3 | 56.6 | 43.6 | 49.1 | 58.1 | 43.5 | 49.7 | |
| BFCR_SpanTraining data=OntoNotes2021.01 | 57.1 | 31.1 | 40.2 | 55.9 | 25.7 | 35.2 | 50.2 | 28.1 | 36 | 54.4 | 28.3 | 37.1 | |
| SCIIETraining data=SciERC2021.01 | 13.4 | 4.5 | 6.8 | 13.1 | 4.3 | 6.5 | 18.1 | 6 | 9 | 14.9 | 4.9 | 7.4 |