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Table 11 Biomedical event extraction results

From: From POS tagging to dependency parsing for biomedical event extraction

System Development Test
   R P F 1 R P F 1
  Stanford&Paris 49.92 55.75 52.67 45.03 56.93 50.29
  BLLIP+Bio 47.90 61.54 53.87 52.35 41.45 60.45 49.18 49.19
GENIA Stanford-Biaffine-v2 50.53 56.47 53.34 53.18 43.87 56.36 49.34 49.47
  jPTDP-v1 49.30 58.58 53.54 52.08 42.11 54.94 47.68 48.88
  NLP4J-dep 51.93 55.15 53.49 52.20 45.88 55.53 50.25 49.08
  Stanford-NNdep 46.79 60.36 52.71 51.38 40.16 59.75 48.04 48.51
CRAFT Stanford-Biaffine-v2 49.47 57.98 53.39 52.98 42.08 58.65 49.00 49.84
  jPTDP-v1 49.36 58.22 53.42 52.01 40.82 58.57 48.11 49.57
  NLP4J-dep 48.91 53.13 50.93 51.03 41.95 51.88 46.39 47.46
  Stanford-NNdep 46.34 56.83 51.05 51.01 38.87 59.64 47.07 46.38
  1. The subscripts denote results for which TEES is trained without the dependency labels