Table 3 Reference standards statistics
From: Synonym extraction and abbreviation expansion with ensembles of semantic spaces
Reference standard | Clinical corpus | Medical corpus | Clinical + Medical | ||||||
|---|---|---|---|---|---|---|---|---|---|
Size | 2 Cor | 3 Cor | Size | 2 Cor | 3 Cor | Size | 2 Cor | 3 Cor | |
Abbr →Exp (Devel) | 117 | 9.4% | 0.0% | 55 | 13% | 1.8% | 42 | 14% | 0% |
Abbr →Exp (Eval) | 98 | 3.1% | 0.0% | 55 | 11% | 0% | 35 | 2.9% | 0% |
Exp →Abbr (Devel) | 110 | 8.2% | 1.8% | 63 | 4.7% | 0% | 45 | 6.7% | 0% |
Exp →Abbr (Eval) | 98 | 7.1% | 0.0% | 61 | 0% | 0% | 36 | 0% | 0% |
Syn (Devel) | 334 | 9.0% | 1.2% | 266 | 11% | 3.0% | 122 | 4.9% | 0% |
Syn (Eval) | 340 | 14% | 2.4% | 263 | 13% | 3.8% | 135 | 11% | 0% |