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ResearchFormerly WizWand

Semantic Parsing on ATIS

95.1AccuracyCOARSE2FINE
-2.9283222.5213447.97173.42066Apr 25, 2017Jun 27, 2017Aug 30, 2017Nov 2, 2017Jan 4, 2018Mar 9, 2018May 12, 2018
Updated 8mo ago

Evaluation results

MethodLinks
COARSE2FINEDecoding stages=Coarse-to-fine, Oracle sketch availability=true2018.0595.1
COARSE2FINEDecoding stages=Coarse-to-fine2018.0587.7
COARSE2FINEDecoding stages=Coarse-to-fine, Sketch encoder usage=false2018.0586.9
ASN+SUPATTSupervised attention=true2018.0585.9
ASN2018.0585.3
ONESTAGEDecoding stages=One-stage2018.0585.3
SEQ2TREE2018.0584.8
ZC072018.0584.6
TISP2018.0584.2
SEQ2SEQ2018.0584.2
GUSP++2018.0583.5
FUBL2018.0582.8
UBL2018.0571.4
WKZ142017.040.913
ASNsupervised attention=true2017.040.859
ASN2017.040.853
ZC072017.040.846
DL162017.040.846
ZH152017.040.842