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Table 4 Average performance on clinical sentence pair similarity tasks

From: Refining electronic medical records representation in manifold subspace

Space

Metric

Glove

Ours

6B300d

Pearson

69.2

73.6

6B300d

Spearman

64.6

69.4

6B200d

Pearson

69.9

70.5

6B200d

Spearman

64.6

67.0

6B100d

Pearson

68.3

68.8

6B100d

Spearman

64.4

63.5

  1. Bold values represent the best result for each row of data. (window start \(\in\) [0,1000], number of MLLE local neighbours = 500, manifold dimensionality = space dimensionality)