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ResearchFormerly WizWand

Short Text Clustering on Biomedical

0.548AccuracyDEC-SIF
0.1208720.2317610.342650.453539Jan 1, 2017Sep 19, 2017Jun 7, 2018Feb 24, 2019Nov 12, 2019Jul 30, 2020Apr 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DEC-SIFComment=Baseline (using add. info)2021.040.548
DECAMPComment=Proposed2021.040.453
STC²-LE2017.010.4362
STC²-LPI2017.010.43
STC2Comment=Baseline (using add. info)2021.040.43
DECE2EComment=Proposed2021.040.425
DECComment=Baseline2021.040.416
Para2vec2017.010.4126
STC²-LSA2017.010.3847
STC²-AE2017.010.3744
RecNNPooling=Ave.2017.010.3705
RecNNPooling=Top+Ave.2017.010.3668
GMMComment=Baseline2021.040.33
K-meansRepresentation=TF-IDF2017.010.2799
SkipVecType=Uni2017.010.1644
SkipVecType=Combine2017.010.1627
SkipVecType=Bi2017.010.1611
K-meansRepresentation=TF2017.010.1518
RecNNPooling=Top2017.010.1373