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Table 5 Results on medical development set

From: Synonym extraction and abbreviation expansion with ensembles of semantic spaces

Strategy Abbr →Exp Exp →Abbr Syn
 RI  RP Result  RI  RP Result  RI  RP Result
RIRP30 RI_4 RP_4_sw 0.08 RI_2 RP_2 0.03 RI_20 RP_4_sw 0.26
RI_20 RP_2 RI_4 RP_4
RI_20 RP_4_sw RI_4 RP_4_sw
   RI_8 RP_8
   RI_20 RP_2
   RI_20 RP_2_sw
   RI_20 RP_4
   RI_20 RP_4_sw
RPRI30 RI_2 RP_2_sw 0.08 RI_2 RP_2 0.03 RI_8 RP_8_sw 0.24
RI_4 RP_4 RI_2 RP_2_sw
RI_4 RP_4_sw RI_4 RP_4
RI_8 RP_8 RI_4 RP_4_sw
RI_8 RP_8_sw RI_8 RP_8
RI_20 RP_2_sw RI_8 RP_8_sw
RI_20 RP_4 RI_20 RP_2
RI_20 RP_4_sw RI_20 RP_2_sw
   RI_20 RP_4
   RI_20 RP_4_sw
RI + R P RI_4 RP_4_sw 0.10 RI_8 RP_8_sw 0.08 RI_20 RP_2_sw 0.30
RI_20 RP_4_sw
  1. Results (recall, top ten) of the best configurations for each model and model combination on the three tasks. The configurations are described according to the following pattern: model_windowSize. For RP, sw means that stop words are retained in the model.