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Models/StructBART + MBSE (IBM)

StructBART + MBSE (IBM)

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

Semantic ParsingonLDC2017T10
Smatch· uses extra data· 2021-12-14
86.7
SOTA
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
Semantic ParsingonBio
Smatch· uses extra data· 2021-12-14
66.9
SOTA
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
AMR ParsingonLDC2017T10
Smatch· uses extra data· 2021-12-14
86.7
SOTA
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
AMR ParsingonBio
Smatch· uses extra data· 2021-12-14
66.9
SOTA
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
Semantic ParsingonLDC2017T10
Smatch· uses extra data· 2021-12-14
85.9
best: 86.7
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
Semantic ParsingonLDC2020T02
Smatch· uses extra data· 2021-12-14
84.3
best: 85.4 (Graphene Smatch (MBSE paper) (IBM))
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
AMR ParsingonLDC2017T10
Smatch· uses extra data· 2021-12-14
85.9
best: 86.7
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790
AMR ParsingonLDC2020T02
Smatch· uses extra data· 2021-12-14
84.3
best: 85.4 (Graphene Smatch (MBSE paper) (IBM))
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing arXiv:2112.07790