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ResearchFormerly WizWand

Semantic Parsing on GEO

0.939AccuracyCOARSE2FINE
0.440840.570170.69950.82883Apr 25, 2017Jan 6, 2018Sep 20, 2018Jun 4, 2019Feb 16, 2020Oct 30, 2020Jul 14, 2021
Updated 8mo ago

Evaluation results

MethodLinks
COARSE2FINEDecoding stages=Coarse-to-fine, Oracle sketch availability=true2018.050.939
WKZ142017.040.904
KCAZ132017.040.89
KCAZ132018.050.89
ZH152017.040.889
TISP2018.050.889
FUBL2018.050.886
COARSE2FINEDecoding stages=Coarse-to-fine2018.050.882
UBL2018.050.879
DCS+L2018.050.879
DL162017.040.871
ASNsupervised attention=true2017.040.871
SEQ2TREE2018.050.871
ASN+SUPATTSupervised attention=true2018.050.871
COARSE2FINEDecoding stages=Coarse-to-fine, Sketch encoder usage=false2018.050.871
ZC072018.050.861
ASN2017.040.857
ASN2018.050.857
ONESTAGEDecoding stages=One-stage2018.050.85
SEQ2SEQ2018.050.846
LEAR2021.070.841
SpanBasedSP2021.070.822
PDE2021.070.812
GRAMMAR2021.070.54
BERT2Seq2021.070.496
Seq2Seq2021.070.46