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Table 6 Negated and speculated event extraction (Task 3) results on the ST corpus

From: Extracting semantically enriched events from biomedical literature

 

Negation

Speculation

Total

EventMine-MK(+clues)

29.96 / 42.24 / 35.05

21.63 / 36.59 / 27.19

25.98 / 39.79 / 31.43

EventMine-MK

28.19 / 36.16 / 31.68

22.12 / 41.82 / 28.93

25.29 / 38.33 / 30.47

[37]

22.03 / 49.02 / 30.40

19.23 / 38.46 / 25.64

20.69 / 43.69 / 28.08

[77]

18.06 / 46.59 / 26.03

23.08 / 40.00 / 29.27

20.46 / 42.79 / 27.68

[44]

15.86 / 50.74 / 24.17

14.98 / 50.75 / 23.13

16.83 / 50.72 / 25.27

  1. Results are shown both with the use of meta-knowledge clues (+clues) and without the use of clues. Recall / Precision / F-score are shown for each value, and the highest scores are shown in bold.
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BMC Bioinformatics

ISSN: 1471-2105

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