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Table 5 Experimental results

From: An event based topic learning pipeline for neuroimaging literature mining

 

Model

Abstract

Full text

Mean topic coherence

LDA

0.87294

0.59431

LF-DMM

0.07305

0.77734

LF-LDA

0.33284

0.10402

MicroASM

0.18297

0.01507

Neuroimaging Event-BTM

 

1.55107

Mean KL divergence

LDA

0.00524

0.00022

LF-DMM

0.00008

-0.00109

LF-LDA

0.10402

0.04325

MicroASM

0.01507

0.01450

Neuroimaging Event-BTM

 

1.89345