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Table 4 Results on clinical 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_8 RP_8_sw 0.38 RI_8 RP_8 0.30 RI_8 RP_8 0.39
     RI_4 RP_4_sw 0.30 RI_8 RP_8 0.38
RPRI30 RI_20 RP_4_sw 0.35 RI_20 RP_4_sw   RI_8 RP_8_sw  
        RI_20 RP_2_sw  
RI + RP RI_4 RP_4_sw 0.42 RI_4 RP_4_sw 0.32 RI_20 RP_4_sw 0.40
RI_8 RP_8_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.