ALICE: An Algorithm to Extract Abbreviations from MEDLINE

Table 9

Results Obtained Using the Modified DEVELOPMENT Corpus

Algorithm	Recall (%)	Precision (%)	F-measure
Larkey et al. (Canonical)	4	6	5
Larkey et al. (Canonical/Contextual)	4	6	5
Larkey et al. (Simple Canonical)	4	7	5
Chang et al. (score = 0.88)	54	92	68
Chang et al. (score = 0.14)	77	78	77
Chang et al. (score = 0.03)	80	76	78
Schwartz and Hearst	82	81	81
ALICE	85	87	86

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