From: Exploiting sequence labeling framework to extract document-level relations from biomedical texts
Component(s) removed | Overall | Intra-sentential level | Inter-sentential level | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
P | R | F1 | ∆(%) | P | R | F1 | ∆(%) | P | R | F1 | ∆(%) | |
None | 0.600 | 0.675 | 0.635 | – | 0.634 | 0.720 | 0.674 | – | 0.518 | 0.573 | 0.544 | – |
-DE | 0.554 | 0.603 | 0.577 | −5.8 | 0.592 | 0.683 | 0.634 | −4.0 | 0.444 | 0.417 | 0.430 | −11.4 |
- EnDet | 0.599 | 0.647 | 0.622 | −1.3 | 0.637 | 0.696 | 0.665 | −0.9 | 0.507 | 0.533 | 0.520 | −2.4 |
-DE & EnDet | 0.551 | 0.611 | 0.579 | −5.6 | 0.587 | 0.692 | 0.635 | −3.9 | 0.446 | 0.420 | 0.433 | −11.1 |
-HE & EnDet | 0.609 | 0.633 | 0.621 | −1.4 | 0.648 | 0.684 | 0.666 | −0.8 | 0.513 | 0.515 | 0.514 | −3.0 |