Research Article

Short Text Paraphrase Identification Model Based on RDN-MESIM

Table 3

Different position of MESIM applied our proposed RDN structure results on PI task using tax intelligence consulting question pairs’ data.

PositionPrecisionRecallFmeasureAccuracy

EL0.98980.94280.96390.9710
LIL0.98830.91970.95270.9588
ICL0.81470.79600.80520.8079
EL + LIL0.95140.93530.94320.9475
EL + ICL0.95750.91440.93540.9447
LIL + ICL0.98100.90470.94130.9473
EL + LIL + ICL0.58000.52170.54930.5685