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ResearchFormerly WizWand

Slot Filling on SNIPS zero-shot (SearchScreeningEvent)

51.42F1 ScoreGZPL*(pt)
10.683221.259131.83542.4109Jul 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.0751.42
GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.0749.83
GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.0748.26
GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.0744.8
RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.0733.54
CZSLModel Architecture Category=Sequence tagging-based2023.0730.05
PCLCModel Architecture Category=Sequence tagging-based2023.0727.17
CoachModel Architecture Category=Sequence tagging-based2023.0725.63
QASFModel Architecture Category=MRC-based2023.0722.83
CTModel Architecture Category=Sequence tagging-based2023.0713.83
RZTModel Architecture Category=Sequence tagging-based2023.0712.25