Papers with Code · CC BY-SA 4.0

LDC2017T10

아카이브 평가 26건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
StructBART + MBSE (IBM)	Smatch 85.9	Maximum Bayes Smatch Ensemble Distillation for AMR Parsing 2021-12-14	코드 1 · 코드 2 · 코드 3
Graphene Smatch (IBM)	Smatch 86.26	Ensembling Graph Predictions for AMR Parsing 2021-10-18	코드 1
LeakDistill	Smatch 86.1	Incorporating Graph Information in Transformer-based AMR Parsing 2023-06-23	코드 1
Graphene Support (IBM)	Smatch 85.85	Ensembling Graph Predictions for AMR Parsing 2021-10-18	코드 1
AMRBART large	Smatch 85.4	Graph Pre-training for AMR Parsing and Generation 2022-03-15	코드 1 · 코드 2
ATP-SRL (Ensemble)	Smatch 85.3	ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs 2022-04-19	코드 1 · 코드 2
ATP-SRL	Smatch 85.2	ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs 2022-04-19	코드 1 · 코드 2
StructBART-J (IBM)	Smatch 84.7	Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing 2021-10-29	코드 1
LeakDistill (base)	Smatch 84.7	Incorporating Graph Information in Transformer-based AMR Parsing 2023-06-23	코드 1
BiBL+Silver	Smatch 84.7	BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning 논문 날짜 미기재	코드 1
BiBL	Smatch 84.6	BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning 논문 날짜 미기재	코드 1
SPRING	Smatch 84.3	One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline 2021-05-18	코드 1
APT base (IBM)	Smatch 82.6	AMR Parsing with Action-Pointer Transformer 2021-04-29	코드 1
Xu, et al.	Smatch 81.4	Improving AMR Parsing with Sequence-to-Sequence Pre-training 2020-10-05	코드 1
stack-Transformer + self-learning (IBM)	Smatch 81.3	Pushing the Limits of AMR Parsing with Self-Learning 2020-10-20	코드 1
Cai and Lam	Smatch 80.2	AMR Parsing via Graph-Sequence Iterative Inference 2020-04-12	코드 1 · 코드 2 · 코드 3
ND+AD+LV	Smatch 80	Levi Graph AMR Parser using Heterogeneous Attention 2021-07-09	코드 1
stack-Transformer (IBM)	Smatch 79.0	Transition-based Parsing with Stack-Transformers 2020-10-20	코드 1
Zhang et al.	Smatch 77.0	Broad-Coverage Semantic Parsing as Transduction 2019-09-05	연결 없음
Sequence-to-Graph Transduction	Smatch 76.3	AMR Parsing as Sequence-to-Graph Transduction 2019-05-21	코드 1
Lyu et al. 2021. Full	Smatch 76.1	A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing 2020-10-23	연결 없음
Joint model	Smatch 74.4	AMR Parsing as Graph Prediction with Latent Alignment 2018-05-14	코드 1 · 코드 2
Rewarding Smatch (IBM)	Smatch 73.4	Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning 2019-05-31	연결 없음
Cai and Lam	Smatch 73.2	Core Semantic First: A Top-down Approach for AMR Parsing 2019-09-10	코드 1
ChSeq + 100K	Smatch 71.0	Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations 2017-05-28	코드 1 · 코드 2
Neural-Pointer	Smatch 61.9	Oxford at SemEval-2017 Task 9: Neural AMR Parsing with Pointer-Augmented Attention 2017-08-01	연결 없음