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ResearchFormerly WizWand

Clustering on SNIPS (test)

89.3NMICDAC+
50.622460.663770.70580.7463Nov 20, 2019
Updated 8mo ago

Evaluation results

MethodLinks
CDAC+Learning Setting=Semi-supervised, Backbone=BERT2019.1189.386.8293.63
DECLearning Setting=Unsupervised2019.1184.6282.3291.59
DACLearning Setting=Unsupervised2019.1179.9769.1776.29
SAE-KMLearning Setting=Unsupervised2019.1178.2474.6687.88
BERT-SemiLearning Setting=Semi-supervised, Backbone=BERT2019.1175.9569.0878
BERT-KCLLearning Setting=Semi-supervised, Backbone=BERT2019.1175.1661.963.88
PCK-meansLearning Setting=Semi-supervised2019.1174.8571.8786.92
KMLearning Setting=Unsupervised, Backbone=GloVe2019.1171.4267.6284.36
AGLearning Setting=Unsupervised, Backbone=GloVe2019.1171.0358.5275.54
DCNLearning Setting=Unsupervised2019.1158.6442.8157.45
BERT-KMLearning Setting=Unsupervised, Backbone=BERT2019.1152.1143.7370.29