Table 8 The coreference performance of mention pairs on CRAFT-CR in three cases
From: Distinguished representation of identical mentions in bio-entity coreference resolution
String match | Sub-string match | Others | |||||||
|---|---|---|---|---|---|---|---|---|---|
P | R | F1 | P | R | F1 | P | R | F1 | |
BioNeu | 62.5 | 71.5 | 66.7 | 42.6 | 27.9 | 33.7 | 44.1 | 29.6 | 35.4 |
BioNeu-feature | 68.4 | 68.9 | 68.6 | 51.4 | 32.9 | 40.1 | 31.9 | 29.9 | 30.9 |
BioNeu + SFA | 68.8 | 67.8 | 68.3 | 44.2 | 28.2 | 34.4 | 47.5 | 29.3 | 36.3 |
KE-LSTM | 64.8 | 83.6 | 73.1 | 39.8 | 35.3 | 37.4 | 27.2 | 34.8 | 30.5 |
KE-LSTM-feature | 66.6 | 81.5 | 73.3 | 47.1 | 34.3 | 39.7 | 24.0 | 37.4 | 29.3 |
KE-LSTM + SFA | 70.2 | 82.8 | 76.0 | 41.4 | 36.9 | 39.1 | 29.3 | 32.8 | 30.9 |