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Table 1 Concept normalization performance on GO_biological process concepts

From: Context-aware multi-token concept recognition of biological entities

Model

SER

F1 score

(Funk, 2014) [3]

–

0.33

(Hailu, 2019) [8]

0.56

0.64

Context + Cosine similarity

0.57

0.616

Context + Regression

0.53

0.654

(Furrer, 2019) [10] (trained concepts)

0.30

0.80

(Furrer, 2019) (unseen concepts)

 

0.22

  1. Best result for each measure is indicated in bold-face