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Table 3 Comparison with previous systems for the normalization task of bacteria biotopes

From: Linking entities through an ontology using word embeddings and syntactic re-ranking

System

Precision

BOUNEL(Our system)

0.659

TURKU [33]

0.630

BOUN [43]

0.620

CONTES [15]

0.597

LIMSI [18]

0.438

BASELINE-2

0.322

BASELINE-1

0.225

  1. Precision values for the test data set are reported. k is set to 5 and w to 0.25 for the proposed system (BOUNEL) based on the results on the training and development sets