| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | ✓ Link | 86.7 | StructBART + MBSE (IBM) | 2021-12-14 |
| Ensembling Graph Predictions for AMR Parsing | ✓ Link | 86.26 | Graphene Smatch (IBM) | 2021-10-18 |
| Incorporating Graph Information in Transformer-based AMR Parsing | ✓ Link | 86.1 | LeakDistill | 2023-06-23 |
| Maximum Bayes Smatch Ensemble Distillation for AMR Parsing | ✓ Link | 85.9 | StructBART + MBSE (IBM) | 2021-12-14 |
| Ensembling Graph Predictions for AMR Parsing | ✓ Link | 85.85 | Graphene Support (IBM) | 2021-10-18 |
| Graph Pre-training for AMR Parsing and Generation | ✓ Link | 85.4 | AMRBART large | 2022-03-15 |
| ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs | ✓ Link | 85.3 | ATP-SRL (Ensemble) | 2022-04-19 |
| ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs | ✓ Link | 85.2 | ATP-SRL | 2022-04-19 |
| Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing | ✓ Link | 84.7 | StructBART-J (IBM) | 2021-10-29 |
| Incorporating Graph Information in Transformer-based AMR Parsing | ✓ Link | 84.7 | LeakDistill (base) | 2023-06-23 |
| BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning | ✓ Link | 84.7 | BiBL+Silver | |
| BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning | ✓ Link | 84.6 | BiBL | |
| One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline | ✓ Link | 84.3 | SPRING | 2021-05-18 |
| AMR Parsing with Action-Pointer Transformer | ✓ Link | 82.6 | APT base (IBM) | 2021-04-29 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | ✓ Link | 81.4 | Xu, et al. | 2020-10-05 |
| Pushing the Limits of AMR Parsing with Self-Learning | ✓ Link | 81.3 | stack-Transformer + self-learning (IBM) | 2020-10-20 |
| AMR Parsing via Graph-Sequence Iterative Inference | ✓ Link | 80.2 | Cai and Lam | 2020-04-12 |
| Levi Graph AMR Parser using Heterogeneous Attention | ✓ Link | 80 | ND+AD+LV | 2021-07-09 |
| Transition-based Parsing with Stack-Transformers | ✓ Link | 79.0 | stack-Transformer (IBM) | 2020-10-20 |
| Broad-Coverage Semantic Parsing as Transduction | | 77.0 | Zhang et al. | 2019-09-05 |
| AMR Parsing as Sequence-to-Graph Transduction | ✓ Link | 76.3 | Sequence-to-Graph Transduction | 2019-05-21 |
| A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing | | 76.1 | Lyu et al. 2021. Full | 2020-10-23 |
| AMR Parsing as Graph Prediction with Latent Alignment | ✓ Link | 74.4 | Joint model | 2018-05-14 |
| Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning | | 73.4 | Rewarding Smatch (IBM) | 2019-05-31 |
| Core Semantic First: A Top-down Approach for AMR Parsing | ✓ Link | 73.2 | Cai and Lam | 2019-09-10 |
| Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations | ✓ Link | 71.0 | ChSeq + 100K | 2017-05-28 |
| Oxford at SemEval-2017 Task 9: Neural AMR Parsing with Pointer-Augmented Attention | | 61.9 | Neural-Pointer | 2017-08-01 |