Semantic Parsing on LDC2014T12
Metric: F1 Full (higher is better)
Metric: F1 Full (higher is better)
| # | Model↕ | F1 Full▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | APT (IBM) | 78.5 | No | AMR Parsing with Action-Pointer Transformer | 2021-04-29 | Code |
| 2 | stack-Transformer + self-learning (IBM) | 78.2 | No | Pushing the Limits of AMR Parsing with Self-Lear... | 2020-10-20 | Code |
| 3 | AMR Parsing via Graph-Sequence Iterative Inference | 75.4 | No | AMR Parsing via Graph-Sequence Iterative Inference | 2020-04-12 | Code |
| 4 | Broad-Coverage Semantic Parsing as Transduction | 71.3 | No | Broad-Coverage Semantic Parsing as Transduction | 2019-09-05 | - |
| 5 | Two-stage Sequence-to-Graph Transducer | 70.2 | No | AMR Parsing as Sequence-to-Graph Transduction | 2019-05-21 | Code |
| 6 | Transition-based+improved aligner+ensemble | 68.4 | No | An AMR Aligner Tuned by Transition-based Parser | 2018-10-08 | Code |
| 7 | Improved CAMR | 68.1 | No | - | - | - |
| 8 | Incremental joint model | 66 | No | - | - | - |
| 9 | Transition-based transducer | 66 | No | - | - | - |
| 10 | MT-Based | 66 | No | - | - | - |
| 11 | Transition-based parser-Stack-LSTM | 63 | No | AMR Parsing using Stack-LSTMs | 2017-07-24 | - |