| AMR Parsing with Action-Pointer Transformer | ✓ Link | 78.5 | | APT (IBM) | 2021-04-29 |
| Pushing the Limits of AMR Parsing with Self-Learning | ✓ Link | 78.2 | | stack-Transformer + self-learning (IBM) | 2020-10-20 |
| AMR Parsing via Graph-Sequence Iterative Inference | ✓ Link | 75.4 | | AMR Parsing via Graph-Sequence Iterative Inference | 2020-04-12 |
| Broad-Coverage Semantic Parsing as Transduction | | 71.3 | | Broad-Coverage Semantic Parsing as Transduction | 2019-09-05 |
| AMR Parsing as Sequence-to-Graph Transduction | ✓ Link | 70.2 | | Two-stage Sequence-to-Graph Transducer | 2019-05-21 |
| An AMR Aligner Tuned by Transition-based Parser | ✓ Link | 68.4 | 73.3 | Transition-based+improved aligner+ensemble | 2018-10-08 |
| Getting the Most out of AMR Parsing | | 68.1 | | Improved CAMR | 2017-09-01 |
| AMR Parsing with an Incremental Joint Model | | 66 | 71 | Incremental joint model | 2016-11-01 |
| Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers | | 66 | 70 | Transition-based transducer | 2015-07-01 |
| Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation | | 66 | | MT-Based | 2015-09-01 |
| AMR Parsing using Stack-LSTMs | | 63 | 68 | Transition-based parser-Stack-LSTM | 2017-07-24 |
| Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing | | | 70 | Imitation learning | 2016-08-01 |