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نماذج LLM
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المنصة
الرئيسية
SOTA
تحليل AMR
Amr Parsing On Ldc2020T02
Amr Parsing On Ldc2020T02
المقاييس
Smatch
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Smatch
Paper Title
Graphene Smatch (MBSE paper) (IBM)
85.4
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
Graphene Smatch (IBM)
84.87
Ensembling Graph Predictions for AMR Parsing
LeakDistill
84.6
Incorporating Graph Information in Transformer-based AMR Parsing
Graphene Support (IBM)
84.41
Ensembling Graph Predictions for AMR Parsing
StructBART + MBSE (IBM)
84.3
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
AMRBART large
84.2
Graph Pre-training for AMR Parsing and Generation
ATP-SRL
84.0
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
BiBL
83.9
BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning
BiBL+Silver
83.5
BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning
LeakDistill (base)
83.5
Incorporating Graph Information in Transformer-based AMR Parsing
SPRING DFS + silver
83.0
One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline
SPRING DFS
83.0
One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline
APT+Silver (IBM)
80.4
AMR Parsing with Action-Pointer Transformer
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