HyperAI초신경

Amr Parsing On Ldc2020T02

평가 지표

Smatch

평가 결과

이 벤치마크에서 각 모델의 성능 결과

		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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