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ResearchFormerly WizWand

Slot Filling on Restaurant-8K

98F1 ScoreSOLOIST
23.1242.566281.44May 11, 2020
Updated 8mo ago

Evaluation results

MethodLinks
SOLOISTFraction=1, Training set size=81982020.0598
Span-ConveRTFraction=1, Training set size=81982020.0596
SOLOISTFraction=1/2, Training set size=40992020.0595
Span-ConveRTFraction=1/2, Training set size=40992020.0594
V-CNN-CRFFraction=1, Training set size=81982020.0594
SOLOISTFraction=1/4, Training set size=20492020.0593
Span-BERTFraction=1, Training set size=81982020.0593
V-CNN-CRFFraction=1/2, Training set size=40992020.0592
Span-ConveRTFraction=1/4, Training set size=20492020.0591
Span-BERTFraction=1/2, Training set size=40992020.0591
SOLOISTFraction=1/8, Training set size=10242020.0589
Span-ConveRTFraction=1/8, Training set size=10242020.0589
V-CNN-CRFFraction=1/4, Training set size=20492020.0589
Span-BERTFraction=1/4, Training set size=20492020.0588
V-CNN-CRFFraction=1/8, Training set size=10242020.0585
Span-BERTFraction=1/8, Training set size=10242020.0585
SOLOISTFraction=1/16, Training set size=5122020.0584
Span-ConveRTFraction=1/16, Training set size=5122020.0581
SOLOISTFraction=1/32, Training set size=2562020.0579
Span-BERTFraction=1/16, Training set size=5122020.0577
SOLOISTFraction=1/64, Training set size=1282020.0574
V-CNN-CRFFraction=1/16, Training set size=5122020.0574
Span-ConveRTFraction=1/32, Training set size=2562020.0564
SOLOISTFraction=1/128, Training set size=642020.0561
Span-ConveRTFraction=1/64, Training set size=1282020.0558
V-CNN-CRFFraction=1/32, Training set size=2562020.0557
Span-BERTFraction=1/32, Training set size=2562020.0554
Span-BERTFraction=1/64, Training set size=1282020.0542
Span-ConveRTFraction=1/128, Training set size=642020.0541
V-CNN-CRFFraction=1/64, Training set size=1282020.0537
Span-BERTFraction=1/128, Training set size=642020.0530
V-CNN-CRFFraction=1/128, Training set size=642020.0526